diff --git a/.travis.yml b/.travis.yml
index 220d42b4b..18a475377 100644
--- a/.travis.yml
+++ b/.travis.yml
@@ -1,33 +1,11 @@
-os: linux
-language: python
-python: "2.7"
-virtualenv:
-  system_site_packages: true
-cache:
-  - apt
-  - pip
-env:
-  global:
-    - PIP_INSTALL="pip install"
-  matrix:
-    - DISCID="" MUTAGEN="$PIP_INSTALL mutagen>=1.23"
-    - DISCID="$PIP_INSTALL discid" MUTAGEN="$PIP_INSTALL mutagen>=1.23"
-    - MUTAGEN="$PIP_INSTALL mutagen==1.34"
-matrix:
-  include:
-    - os: osx
-      osx_image: xcode8.1
-      language: generic
+sudo: required
+services:
+  - docker
 before_install:
-  - if [[ "$TRAVIS_OS_NAME" == "osx" ]]; then bash scripts/setup-osx.sh; fi
-  - if [[ "$TRAVIS_OS_NAME" == "linux" ]]; then sudo apt-get update -qq && sudo apt-get install -qq python-qt4 libdiscid0 libdiscid0-dev; $MUTAGEN; $DISCID; fi
-install:
-  # Set up Picard
-  - python setup.py build_ext -i
-  - python setup.py build_locales -i
-# Run the tests!
-script: "python setup.py test"
-
+  - docker build -t picard .
+script: "docker run picard"
 # Tell people that tests were run
 notifications:
   irc: "chat.freenode.net#metabrainz"
+sudo: required
+dist: trusty
diff --git a/Dockerfile b/Dockerfile
index da9576337..dde2f1c52 100644
--- a/Dockerfile
+++ b/Dockerfile
@@ -1,16 +1,18 @@
 FROM python:2.7.12
-RUN apt-get update && apt-get install -y build-essential \
-										python-dev \
-										gettext \
-										qt4-default \
-										python-qt4 \
-										libdiscid0 \
-										libdiscid-dev \
-										python-mutagen
+RUN apt-get update \
+	&& apt-get install -y python-dev \
+						gettext \
+						qt5-default \
+						python-pyqt5 \
+						libdiscid0 \
+						libdiscid-dev \
+						python-mutagen 
+
+
 RUN mkdir -p /build/
 ADD . /build/
 WORKDIR /build/
 ENV PYTHONPATH /usr/lib/python2.7/dist-packages
-RUN python setup.py build_ext -i										
-RUN python setup.py build_locales -i										
-CMD python setup.py test
+RUN python setup.py build_ext -i 
+RUN python setup.py build_locales -i 
+CMD python setup.py test
\ No newline at end of file
diff --git a/picard/acoustid.py b/picard/acoustid.py
index 1339a295c..36272ba2b 100644
--- a/picard/acoustid.py
+++ b/picard/acoustid.py
@@ -19,7 +19,7 @@
 
 from collections import deque
 from functools import partial
-from PyQt4 import QtCore
+from PyQt5 import QtCore
 from picard import config, log
 from picard.const import FPCALC_NAMES
 from picard.util import find_executable
diff --git a/picard/acoustidmanager.py b/picard/acoustidmanager.py
index dd87468d6..39f54d620 100644
--- a/picard/acoustidmanager.py
+++ b/picard/acoustidmanager.py
@@ -19,7 +19,7 @@
 
 import json
 from functools import partial
-from PyQt4 import QtCore
+from PyQt5 import QtCore
 from picard import log
 
 
diff --git a/picard/album.py b/picard/album.py
index a4106df81..d14fc5fba 100644
--- a/picard/album.py
+++ b/picard/album.py
@@ -19,7 +19,7 @@
 # Foundation, Inc., 51 Franklin Street, Fifth Floor, Boston, MA 02110-1301, USA.
 
 import traceback
-from PyQt4 import QtCore, QtNetwork
+from PyQt5 import QtCore, QtNetwork
 from picard import config, log
 from picard.coverart import coverart
 from picard.metadata import (Metadata,
@@ -190,7 +190,7 @@ class Album(DataObject, Item):
             if parsed or error:
                 self._finalize_loading(error)
         # does http need to be set to None to free the memory used by the network response?
-        # http://pyqt.sourceforge.net/Docs/PyQt4/qnetworkaccessmanager.html says:
+        # http://qt-project.org/doc/qt-5/qnetworkaccessmanager.html says:
         #     After the request has finished, it is the responsibility of the user
         #     to delete the QNetworkReply object at an appropriate time.
         #     Do not directly delete it inside the slot connected to finished().
diff --git a/picard/browser/browser.py b/picard/browser/browser.py
index 5ee467924..dc11c6b80 100644
--- a/picard/browser/browser.py
+++ b/picard/browser/browser.py
@@ -17,7 +17,7 @@
 # along with this program; if not, write to the Free Software
 # Foundation, Inc., 51 Franklin Street, Fifth Floor, Boston, MA 02110-1301, USA.
 
-from PyQt4 import QtCore, QtNetwork
+from PyQt5 import QtCore, QtNetwork
 from picard import log, config
 
 
diff --git a/picard/browser/filelookup.py b/picard/browser/filelookup.py
index c4a2b9992..39f21bec9 100644
--- a/picard/browser/filelookup.py
+++ b/picard/browser/filelookup.py
@@ -18,7 +18,7 @@
 # along with this program; if not, write to the Free Software
 # Foundation, Inc., 51 Franklin Street, Fifth Floor, Boston, MA 02110-1301, USA.
 
-from PyQt4 import QtCore
+from PyQt5 import QtCore
 import os.path
 import re
 from picard import log
diff --git a/picard/cluster.py b/picard/cluster.py
index 84931d088..7d79e163c 100644
--- a/picard/cluster.py
+++ b/picard/cluster.py
@@ -25,7 +25,7 @@ import ntpath
 import sys
 from operator import itemgetter
 from heapq import heappush, heappop
-from PyQt4 import QtCore
+from PyQt5 import QtCore
 from picard import config
 from picard.metadata import Metadata
 from picard.similarity import similarity
diff --git a/picard/collection.py b/picard/collection.py
index e9460bb77..c6e801be6 100644
--- a/picard/collection.py
+++ b/picard/collection.py
@@ -18,7 +18,7 @@
 # Foundation, Inc., 51 Franklin Street, Fifth Floor, Boston, MA 02110-1301, USA.
 
 from functools import partial
-from PyQt4 import QtCore
+from PyQt5 import QtCore
 from picard import config, log
 
 
diff --git a/picard/config.py b/picard/config.py
index e263397f3..fffec289a 100644
--- a/picard/config.py
+++ b/picard/config.py
@@ -19,7 +19,7 @@
 
 from __future__ import print_function
 from operator import itemgetter
-from PyQt4 import QtCore
+from PyQt5 import QtCore
 from picard import (PICARD_APP_NAME, PICARD_ORG_NAME, PICARD_VERSION,
                     version_to_string, version_from_string)
 from picard.util import LockableObject
@@ -63,13 +63,6 @@ class ConfigSection(LockableObject):
     def raw_value(self, key):
         """Return an option value without any type conversion."""
         value = self.__config.value("%s/%s" % (self.__name, key))
-
-        # XXX QPyNullVariant does not exist in all PyQt versions, and was
-        # removed entirely in PyQt5. See:
-        # http://pyqt.sourceforge.net/Docs/PyQt5/pyqt_qvariant.html
-        if str(type(value)) == "<class 'PyQt4.QtCore.QPyNullVariant'>":
-            return ""
-
         return value
 
     def value(self, name, type, default=None):
diff --git a/picard/config_upgrade.py b/picard/config_upgrade.py
index fc1186d82..64a200127 100644
--- a/picard/config_upgrade.py
+++ b/picard/config_upgrade.py
@@ -18,7 +18,7 @@
 # Foundation, Inc., 51 Franklin Street, Fifth Floor, Boston, MA 02110-1301, USA.
 
 
-from PyQt4 import QtGui
+from PyQt5 import QtWidgets
 
 import re
 from picard import (log, config)
@@ -49,7 +49,7 @@ def upgrade_to_v1_0_0_final_0():
         _s.remove("use_va_format")
 
     if ("va_file_naming_format" in _s and "use_va_format" in _s):
-        msgbox = QtGui.QMessageBox()
+        msgbox = QtWidgets.QMessageBox()
 
         if _s.value("use_va_format", config.BoolOption):
             remove_va_file_naming_format()
@@ -59,7 +59,7 @@ def upgrade_to_v1_0_0_final_0():
                     "albums has been removed in this version of Picard.\n"
                     "Your file naming scheme has automatically been "
                     "merged with that of single artist albums."),
-                QtGui.QMessageBox.Ok)
+                QtWidgets.QMessageBox.Ok)
 
         elif (_s.value("va_file_naming_format", config.TextOption) !=
                 r"$if2(%albumartist%,%artist%)/%album%/$if($gt(%totaldis"
diff --git a/picard/coverart/__init__.py b/picard/coverart/__init__.py
index afe9adfcd..934017ffe 100644
--- a/picard/coverart/__init__.py
+++ b/picard/coverart/__init__.py
@@ -31,7 +31,7 @@ from functools import partial
 from picard import config, log
 from picard.coverart.image import (CoverArtImageIOError,
                                    CoverArtImageIdentificationError)
-from PyQt4.QtCore import QObject
+from PyQt5.QtCore import QObject
 
 
 class CoverArt:
diff --git a/picard/coverart/image.py b/picard/coverart/image.py
index ff41cc976..b22a6ecf5 100644
--- a/picard/coverart/image.py
+++ b/picard/coverart/image.py
@@ -27,7 +27,7 @@ import sys
 import tempfile
 
 from hashlib import md5
-from PyQt4.QtCore import QUrl, QObject, QMutex
+from PyQt5.QtCore import QUrl, QObject, QMutex
 from picard import config, log
 from picard.coverart.utils import translate_caa_type
 from picard.script import ScriptParser
@@ -143,9 +143,9 @@ class CoverArtImage:
         self.url = QUrl(url)
         self.host = str(self.url.host())
         self.port = self.url.port(80)
-        self.path = str(self.url.encodedPath())
+        self.path = str(self.url.path(QUrl.FullyEncoded))
         if self.url.hasQuery():
-            self.path += '?' + str(self.url.encodedQuery())
+            self.path += '?' + str(self.url.query(QUrl.FullyEncoded))
 
     @property
     def source(self):
diff --git a/picard/coverart/providers/caa.py b/picard/coverart/providers/caa.py
index 33a99ba46..50cba1b87 100644
--- a/picard/coverart/providers/caa.py
+++ b/picard/coverart/providers/caa.py
@@ -24,8 +24,8 @@
 
 import json
 import traceback
-from PyQt4 import QtCore, QtGui
-from PyQt4.QtNetwork import QNetworkReply
+from PyQt5 import QtCore, QtWidgets
+from PyQt5.QtNetwork import QNetworkReply
 from picard import config, log
 from picard.const import CAA_HOST, CAA_PORT
 from picard.coverart.providers import CoverArtProvider, ProviderOptions
@@ -42,7 +42,7 @@ _CAA_THUMBNAIL_SIZE_MAP = {
     1: "large",
 }
 
-class CAATypesSelectorDialog(QtGui.QDialog):
+class CAATypesSelectorDialog(QtWidgets.QDialog):
     _columns = 4
 
     def __init__(self, parent=None, types=[]):
@@ -50,10 +50,10 @@ class CAATypesSelectorDialog(QtGui.QDialog):
 
         self.setWindowTitle(_("Cover art types"))
         self._items = {}
-        self.layout = QtGui.QVBoxLayout(self)
+        self.layout = QtWidgets.QVBoxLayout(self)
 
-        grid = QtGui.QWidget()
-        gridlayout = QtGui.QGridLayout()
+        grid = QtWidgets.QWidget()
+        gridlayout = QtWidgets.QGridLayout()
         grid.setLayout(gridlayout)
 
         for index, caa_type in enumerate(CAA_TYPES):
@@ -61,21 +61,21 @@ class CAATypesSelectorDialog(QtGui.QDialog):
             column = index % self._columns
             name = caa_type["name"]
             text = translate_caa_type(name)
-            item = QtGui.QCheckBox(text)
+            item = QtWidgets.QCheckBox(text)
             item.setChecked(name in types)
             self._items[item] = caa_type
             gridlayout.addWidget(item, row, column)
 
         self.layout.addWidget(grid)
 
-        self.buttonbox = QtGui.QDialogButtonBox(self)
+        self.buttonbox = QtWidgets.QDialogButtonBox(self)
         self.buttonbox.setOrientation(QtCore.Qt.Horizontal)
         self.buttonbox.addButton(
-            StandardButton(StandardButton.OK), QtGui.QDialogButtonBox.AcceptRole)
+            StandardButton(StandardButton.OK), QtWidgets.QDialogButtonBox.AcceptRole)
         self.buttonbox.addButton(StandardButton(StandardButton.CANCEL),
-                                 QtGui.QDialogButtonBox.RejectRole)
+                                 QtWidgets.QDialogButtonBox.RejectRole)
         self.buttonbox.addButton(
-            StandardButton(StandardButton.HELP), QtGui.QDialogButtonBox.HelpRole)
+            StandardButton(StandardButton.HELP), QtWidgets.QDialogButtonBox.HelpRole)
         self.buttonbox.accepted.connect(self.accept)
         self.buttonbox.rejected.connect(self.reject)
         self.buttonbox.helpRequested.connect(self.help)
@@ -85,10 +85,10 @@ class CAATypesSelectorDialog(QtGui.QDialog):
             (N_("&Uncheck all"), self.uncheckall),
         ]
         for label, callback in extrabuttons:
-            button = QtGui.QPushButton(_(label))
+            button = QtWidgets.QPushButton(_(label))
             button.setSizePolicy(
-                QtGui.QSizePolicy.Fixed, QtGui.QSizePolicy.Expanding)
-            self.buttonbox.addButton(button, QtGui.QDialogButtonBox.ActionRole)
+                QtWidgets.QSizePolicy.Fixed, QtWidgets.QSizePolicy.Expanding)
+            self.buttonbox.addButton(button, QtWidgets.QDialogButtonBox.ActionRole)
             button.clicked.connect(callback)
 
         self.layout.addWidget(self.buttonbox)
@@ -122,7 +122,7 @@ class CAATypesSelectorDialog(QtGui.QDialog):
     def run(parent=None, types=[]):
         dialog = CAATypesSelectorDialog(parent, types)
         result = dialog.exec_()
-        return (dialog.get_selected_types(), result == QtGui.QDialog.Accepted)
+        return (dialog.get_selected_types(), result == QtWidgets.QDialog.Accepted)
 
 
 class ProviderOptionsCaa(ProviderOptions):
diff --git a/picard/coverart/providers/local.py b/picard/coverart/providers/local.py
index b86698ec8..dad9c94cf 100644
--- a/picard/coverart/providers/local.py
+++ b/picard/coverart/providers/local.py
@@ -20,7 +20,6 @@
 import os
 import re
 import traceback
-from PyQt4 import QtCore, QtGui
 from picard import config, log
 from picard.coverart.providers import CoverArtProvider, ProviderOptions
 from picard.coverart.image import CoverArtImageFromFile
diff --git a/picard/disc.py b/picard/disc.py
index 087e3dcc5..e73d4aa2c 100644
--- a/picard/disc.py
+++ b/picard/disc.py
@@ -30,7 +30,7 @@ except ImportError:
         discid = None
 
 import traceback
-from PyQt4 import QtCore
+from PyQt5 import QtCore
 from picard import log
 from picard.ui.cdlookup import CDLookupDialog
 
diff --git a/picard/file.py b/picard/file.py
index 4625f08a3..55cfa79ac 100644
--- a/picard/file.py
+++ b/picard/file.py
@@ -28,7 +28,7 @@ import unicodedata
 from functools import partial
 from operator import itemgetter
 from collections import defaultdict
-from PyQt4 import QtCore
+from PyQt5 import QtCore
 from picard import config, log
 from picard.metadata import Metadata
 from picard.ui.item import Item
diff --git a/picard/log.py b/picard/log.py
index 876367395..d27bd8ae1 100644
--- a/picard/log.py
+++ b/picard/log.py
@@ -21,7 +21,7 @@ from __future__ import print_function
 import sys
 import os
 from collections import deque
-from PyQt4 import QtCore
+from PyQt5 import QtCore
 from picard.util import thread
 
 
diff --git a/picard/metadata.py b/picard/metadata.py
index cbd608e65..61a937bf0 100644
--- a/picard/metadata.py
+++ b/picard/metadata.py
@@ -17,7 +17,7 @@
 # along with this program; if not, write to the Free Software
 # Foundation, Inc., 51 Franklin Street, Fifth Floor, Boston, MA 02110-1301,
 # USA.
-from PyQt4.QtCore import QObject
+from PyQt5.QtCore import QObject
 from picard import config, log
 from picard.plugin import PluginFunctions, PluginPriority
 from picard.similarity import similarity2
diff --git a/picard/oauth.py b/picard/oauth.py
index 2ec151200..fc2d7615d 100644
--- a/picard/oauth.py
+++ b/picard/oauth.py
@@ -20,8 +20,8 @@
 import json
 import time
 from functools import partial
-from PyQt4.QtNetwork import QNetworkRequest
-from PyQt4.QtCore import QUrl
+from PyQt5.QtNetwork import QNetworkRequest
+from PyQt5.QtCore import QUrl, QUrlQuery
 from picard import config, log
 from picard.const import (
     MUSICBRAINZ_SERVERS,
@@ -97,11 +97,13 @@ class OAuthManager(object):
         host, port = config.setting['server_host'], config.setting['server_port']
         path = "/oauth2/token"
         url = QUrl()
-        url.addQueryItem("grant_type", "refresh_token")
-        url.addQueryItem("refresh_token", refresh_token)
-        url.addQueryItem("client_id", MUSICBRAINZ_OAUTH_CLIENT_ID)
-        url.addQueryItem("client_secret", MUSICBRAINZ_OAUTH_CLIENT_SECRET)
-        data = str(url.encodedQuery())
+        url_query = QUrlQuery()
+        url_query.addQueryItem("grant_type", "refresh_token")
+        url_query.addQueryItem("refresh_token", refresh_token)
+        url_query.addQueryItem("client_id", MUSICBRAINZ_OAUTH_CLIENT_ID)
+        url_query.addQueryItem("client_secret", MUSICBRAINZ_OAUTH_CLIENT_SECRET)
+        url.setEncodedQuery(url_query)
+        data = str(url.query())
         self.xmlws.post(host, port, path, data,
                         partial(self.on_refresh_access_token_finished, callback),
                         xml=False, mblogin=True, priority=True, important=True)
@@ -127,12 +129,14 @@ class OAuthManager(object):
         host, port = config.setting['server_host'], config.setting['server_port']
         path = "/oauth2/token"
         url = QUrl()
-        url.addQueryItem("grant_type", "authorization_code")
-        url.addQueryItem("code", authorization_code)
-        url.addQueryItem("client_id", MUSICBRAINZ_OAUTH_CLIENT_ID)
-        url.addQueryItem("client_secret", MUSICBRAINZ_OAUTH_CLIENT_SECRET)
-        url.addQueryItem("redirect_uri", "urn:ietf:wg:oauth:2.0:oob")
-        data = str(url.encodedQuery())
+        url_query = QUrlQuery()
+        url_query.addQueryItem("grant_type", "authorization_code")
+        url_query.addQueryItem("code", authorization_code)
+        url_query.addQueryItem("client_id", MUSICBRAINZ_OAUTH_CLIENT_ID)
+        url_query.addQueryItem("client_secret", MUSICBRAINZ_OAUTH_CLIENT_SECRET)
+        url_query.addQueryItem("redirect_uri", "urn:ietf:wg:oauth:2.0:oob")
+        url.setEncodedQuery(url_query)
+        data = str(url.query())
         self.xmlws.post(host, port, path, data,
                         partial(self.on_exchange_authorization_code_finished, scopes, callback),
                         xml=False, mblogin=True, priority=True, important=True)
diff --git a/picard/plugin.py b/picard/plugin.py
index 812603f97..03b843c0d 100644
--- a/picard/plugin.py
+++ b/picard/plugin.py
@@ -19,7 +19,7 @@
 # along with this program; if not, write to the Free Software
 # Foundation, Inc., 51 Franklin Street, Fifth Floor, Boston, MA 02110-1301, USA.
 
-from PyQt4 import QtCore
+from PyQt5 import QtCore
 from collections import defaultdict
 from functools import partial
 import imp
diff --git a/picard/resources.py b/picard/resources.py
index f3a324c85..c867be414 100644
--- a/picard/resources.py
+++ b/picard/resources.py
@@ -2,72 +2,229 @@
 
 # Resource object code
 #
-# Created by: The Resource Compiler for PyQt4 (Qt v4.8.7)
+# Created by: The Resource Compiler for PyQt5 (Qt v5.6.1)
 #
 # WARNING! All changes made in this file will be lost!
 
-from PyQt4 import QtCore
+from PyQt5 import QtCore
 
-qt_resource_data = "\
-\x00\x00\x01\x18\
-\x89\
-\x50\x4e\x47\x0d\x0a\x1a\x0a\x00\x00\x00\x0d\x49\x48\x44\x52\x00\
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-\xcc\xab\xb8\x7a\x94\x0d\x32\xc8\xa4\x82\x6d\x86\x88\x4f\x56\xdc\
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-\x45\x4e\x44\xae\x42\x60\x82\
-\x00\x00\x02\x4c\
+qt_resource_data = b"\
+\x00\x00\x01\xf7\
 \x89\
 \x50\x4e\x47\x0d\x0a\x1a\x0a\x00\x00\x00\x0d\x49\x48\x44\x52\x00\
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@@ -985,301 +1142,18 @@ qt_resource_data = "\
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@@ -1327,1313 +1201,583 @@ qt_resource_data = "\
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@@ -2857,494 +2296,91 @@ qt_resource_data = "\
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@@ -3427,6 +2463,59 @@ qt_resource_data = "\
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@@ -3469,167 +2558,39 @@ qt_resource_data = "\
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@@ -4514,577 +3889,1301 @@ qt_resource_data = "\
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 "
 
-qt_resource_struct = "\
+qt_resource_struct = b"\
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-\x00\x00\x07\x92\x00\x00\x00\x00\x00\x01\x00\x00\x84\x0d\
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+\x00\x00\x06\xae\x00\x00\x00\x00\x00\x01\x00\x01\x22\xbe\
 "
 
 def qInitResources():
diff --git a/picard/tagger.py b/picard/tagger.py
index 9c83f5a73..9ac894537 100644
--- a/picard/tagger.py
+++ b/picard/tagger.py
@@ -24,7 +24,7 @@ import sip
 sip.setapi("QString", 2)
 sip.setapi("QVariant", 2)
 
-from PyQt4 import QtGui, QtCore
+from PyQt5 import QtGui, QtCore, QtWidgets
 
 import argparse
 import os.path
@@ -88,7 +88,7 @@ from picard.ui.searchdialog import (
 )
 
 
-class Tagger(QtGui.QApplication):
+class Tagger(QtWidgets.QApplication):
 
     tagger_stats_changed = QtCore.pyqtSignal()
     listen_port_changed = QtCore.pyqtSignal(int)
@@ -102,7 +102,7 @@ class Tagger(QtGui.QApplication):
     def __init__(self, picard_args, unparsed_args, localedir, autoupdate):
         # Set the WM_CLASS to 'MusicBrainz-Picard' so desktop environments
         # can use it to look up the app
-        QtGui.QApplication.__init__(self, ['MusicBrainz-Picard'] + unparsed_args)
+        QtWidgets.QApplication.__init__(self, ['MusicBrainz-Picard'] + unparsed_args)
         self.__class__.__instance = self
 
         config._setup(self, picard_args.config_file)
@@ -309,7 +309,7 @@ class Tagger(QtGui.QApplication):
             # cause the event's sender to get a -9874 error, so
             # apparently there's some magic inside QFileOpenEvent...
             return 1
-        return QtGui.QApplication.event(self, event)
+        return QtWidgets.QApplication.event(self, event)
 
     def _file_loaded(self, file, target=None):
         if file is not None and not file.has_error():
@@ -614,14 +614,14 @@ class Tagger(QtGui.QApplication):
     def _lookup_disc(self, disc, result=None, error=None):
         self.restore_cursor()
         if error is not None:
-            QtGui.QMessageBox.critical(self.window, _(u"CD Lookup Error"),
+            QtWidgets.QMessageBox.critical(self.window, _(u"CD Lookup Error"),
                                        _(u"Error while reading CD:\n\n%s") % error)
         else:
             disc.lookup()
 
     def lookup_cd(self, action):
         """Reads CD from the selected drive and tries to lookup the DiscID on MusicBrainz."""
-        if isinstance(action, QtGui.QAction):
+        if isinstance(action, QtWidgets.QAction):
             device = unicode(action.text())
         elif config.setting["cd_lookup_device"] != '':
             device = config.setting["cd_lookup_device"].split(",", 1)[0]
@@ -693,12 +693,12 @@ class Tagger(QtGui.QApplication):
 
     def set_wait_cursor(self):
         """Sets the waiting cursor."""
-        QtGui.QApplication.setOverrideCursor(
+        QtWidgets.QApplication.setOverrideCursor(
             QtGui.QCursor(QtCore.Qt.WaitCursor))
 
     def restore_cursor(self):
         """Restores the cursor set by ``set_wait_cursor``."""
-        QtGui.QApplication.restoreOverrideCursor()
+        QtWidgets.QApplication.restoreOverrideCursor()
 
     def refresh(self, objs):
         for obj in objs:
@@ -755,8 +755,8 @@ def process_picard_args():
 
 def main(localedir=None, autoupdate=True):
     # Some libs (ie. Phonon) require those to be set
-    QtGui.QApplication.setApplicationName(PICARD_APP_NAME)
-    QtGui.QApplication.setOrganizationName(PICARD_ORG_NAME)
+    QtWidgets.QApplication.setApplicationName(PICARD_APP_NAME)
+    QtWidgets.QApplication.setOrganizationName(PICARD_ORG_NAME)
 
     signal.signal(signal.SIGINT, signal.SIG_DFL)
 
diff --git a/picard/ui/__init__.py b/picard/ui/__init__.py
index 86a9c1851..96c5d9055 100644
--- a/picard/ui/__init__.py
+++ b/picard/ui/__init__.py
@@ -18,12 +18,12 @@
 # Foundation, Inc., 51 Franklin Street, Fifth Floor, Boston, MA 02110-1301, USA.
 
 
-from PyQt4 import QtCore, QtGui
+from PyQt5 import QtCore, QtWidgets
 
 
-class PicardDialog(QtGui.QDialog):
+class PicardDialog(QtWidgets.QDialog):
 
     flags = QtCore.Qt.WindowSystemMenuHint | QtCore.Qt.WindowTitleHint
 
     def __init__(self, parent=None):
-        QtGui.QDialog.__init__(self, parent, self.flags)
+        QtWidgets.QDialog.__init__(self, parent, self.flags)
diff --git a/picard/ui/cdlookup.py b/picard/ui/cdlookup.py
index d8687dbf5..b5c5e1908 100644
--- a/picard/ui/cdlookup.py
+++ b/picard/ui/cdlookup.py
@@ -17,7 +17,7 @@
 # along with this program; if not, write to the Free Software
 # Foundation, Inc., 51 Franklin Street, Fifth Floor, Boston, MA 02110-1301, USA.
 
-from PyQt4 import QtCore, QtGui
+from PyQt5 import QtCore, QtWidgets
 from picard.ui import PicardDialog
 from picard.ui.ui_cdlookup import Ui_Dialog
 from picard.mbxml import artist_credit_from_node, label_info_from_node
@@ -40,7 +40,7 @@ class CDLookupDialog(PicardDialog):
                 date = release.date[0].text if "date" in release.children else ""
                 country = release.country[0].text if "country" in release.children else ""
                 barcode = release.barcode[0].text if "barcode" in release.children else ""
-                item = QtGui.QTreeWidgetItem(self.ui.release_list)
+                item = QtWidgets.QTreeWidgetItem(self.ui.release_list)
                 item.setText(0, release.title[0].text)
                 item.setText(1, artist_credit_from_node(release.artist_credit[0])[0])
                 item.setText(2, date)
@@ -61,9 +61,9 @@ class CDLookupDialog(PicardDialog):
     def accept(self):
         release_id = self.ui.release_list.currentItem().data(0, QtCore.Qt.UserRole)
         self.tagger.load_album(release_id, discid=self.disc.id)
-        QtGui.QDialog.accept(self)
+        QtWidgets.QDialog.accept(self)
 
     def lookup(self):
         lookup = self.tagger.get_file_lookup()
         lookup.discLookup(self.disc.submission_url)
-        QtGui.QDialog.accept(self)
+        QtWidgets.QDialog.accept(self)
diff --git a/picard/ui/collectionmenu.py b/picard/ui/collectionmenu.py
index 45f0c8ae9..4fafb9b71 100644
--- a/picard/ui/collectionmenu.py
+++ b/picard/ui/collectionmenu.py
@@ -19,14 +19,14 @@
 
 import locale
 
-from PyQt4 import QtCore, QtGui
+from PyQt5 import QtCore, QtWidgets
 from picard.collection import user_collections, load_user_collections
 
 
-class CollectionMenu(QtGui.QMenu):
+class CollectionMenu(QtWidgets.QMenu):
 
     def __init__(self, albums, *args):
-        QtGui.QMenu.__init__(self, *args)
+        QtWidgets.QMenu.__init__(self, *args)
         self.ids = set(a.id for a in albums)
         self.update_collections()
 
@@ -35,7 +35,7 @@ class CollectionMenu(QtGui.QMenu):
         for id, collection in sorted(user_collections.iteritems(),
                                      key=lambda k_v:
                                      (locale.strxfrm(k_v[1].name.encode('utf-8')), k_v[0])):
-            action = QtGui.QWidgetAction(self)
+            action = QtWidgets.QWidgetAction(self)
             action.setDefaultWidget(CollectionCheckBox(self, collection))
             self.addAction(action)
         self.addSeparator()
@@ -51,12 +51,12 @@ class CollectionMenu(QtGui.QMenu):
             self.refresh_list()
 
 
-class CollectionCheckBox(QtGui.QCheckBox):
+class CollectionCheckBox(QtWidgets.QCheckBox):
 
     def __init__(self, menu, collection):
         self.menu = menu
         self.collection = collection
-        QtGui.QCheckBox.__init__(self, self.label())
+        QtWidgets.QCheckBox.__init__(self, self.label())
 
         releases = collection.releases & menu.ids
         if len(releases) == len(menu.ids):
diff --git a/picard/ui/coverartbox.py b/picard/ui/coverartbox.py
index d7237382c..47bbeff71 100644
--- a/picard/ui/coverartbox.py
+++ b/picard/ui/coverartbox.py
@@ -20,7 +20,7 @@
 import os
 import sys
 from functools import partial
-from PyQt4 import QtCore, QtGui, QtNetwork
+from PyQt5 import QtCore, QtGui, QtNetwork, QtWidgets
 from picard import config, log
 from picard.album import Album
 from picard.coverart.image import CoverArtImage, CoverArtImageError
@@ -39,14 +39,14 @@ if sys.platform == 'darwin':
         log.warning("Unable to import NSURL, file drag'n'drop might not work correctly")
 
 
-class ActiveLabel(QtGui.QLabel):
+class ActiveLabel(QtWidgets.QLabel):
     """Clickable QLabel."""
 
     clicked = QtCore.pyqtSignal()
     image_dropped = QtCore.pyqtSignal(QtCore.QUrl, QtCore.QByteArray)
 
     def __init__(self, active=True, drops=False, *args):
-        QtGui.QLabel.__init__(self, *args)
+        QtWidgets.QLabel.__init__(self, *args)
         self.setMargin(0)
         self.setActive(active)
         self.setAcceptDrops(drops)
@@ -246,11 +246,11 @@ def set_image_append(obj, coverartimage):
     obj.metadata.append_image(coverartimage)
 
 
-class CoverArtBox(QtGui.QGroupBox):
+class CoverArtBox(QtWidgets.QGroupBox):
 
     def __init__(self, parent):
-        QtGui.QGroupBox.__init__(self, "")
-        self.layout = QtGui.QVBoxLayout()
+        QtWidgets.QGroupBox.__init__(self, "")
+        self.layout = QtWidgets.QVBoxLayout()
         self.layout.setSpacing(6)
         self.parent = parent
         # Kills off any borders
@@ -258,15 +258,15 @@ class CoverArtBox(QtGui.QGroupBox):
         self.setFlat(True)
         self.item = None
         self.pixmap_cache = LRUCache(40)
-        self.cover_art_label = QtGui.QLabel('')
+        self.cover_art_label = QtWidgets.QLabel('')
         self.cover_art_label.setAlignment(QtCore.Qt.AlignTop | QtCore.Qt.AlignHCenter)
         self.cover_art = CoverArtThumbnail(False, True, self.pixmap_cache, parent)
         self.cover_art.image_dropped.connect(self.fetch_remote_image)
-        spacerItem = QtGui.QSpacerItem(40, 20, QtGui.QSizePolicy.Minimum, QtGui.QSizePolicy.Expanding)
-        self.orig_cover_art_label = QtGui.QLabel('')
+        spacerItem = QtWidgets.QSpacerItem(40, 20, QtWidgets.QSizePolicy.Minimum, QtWidgets.QSizePolicy.Expanding)
+        self.orig_cover_art_label = QtWidgets.QLabel('')
         self.orig_cover_art = CoverArtThumbnail(False, False, self.pixmap_cache, parent)
         self.orig_cover_art_label.setAlignment(QtCore.Qt.AlignTop | QtCore.Qt.AlignHCenter)
-        self.show_details_button = QtGui.QPushButton(_(u'Show more details'), self)
+        self.show_details_button = QtWidgets.QPushButton(_(u'Show more details'), self)
         self.layout.addWidget(self.cover_art_label)
         self.layout.addWidget(self.cover_art)
         self.layout.addWidget(self.orig_cover_art_label)
@@ -322,10 +322,11 @@ class CoverArtBox(QtGui.QGroupBox):
     def fetch_remote_image(self, url, fallback_data=None):
         if self.item is None:
             return
-        if url.scheme() in ('https', 'http'):
-            path = url.encodedPath()
+
+        if url.scheme() == 'http':
+            path = url.path(QtCore.QUrl.FullyEncoded)
             if url.hasQuery():
-                path += '?' + url.encodedQuery()
+                path += '?' + url.query(QtCore.QUrl.FullyEncoded)
             if url.scheme() == 'https':
                 port = 443
             else:
@@ -427,29 +428,29 @@ class CoverArtBox(QtGui.QGroupBox):
         config.setting["load_image_behavior"] = behavior
 
     def contextMenuEvent(self, event):
-        menu = QtGui.QMenu(self)
+        menu = QtWidgets.QMenu(self)
         if self.show_details_button.isVisible():
             name = _(u'Show more details...')
-            show_more_details_action = QtGui.QAction(name, self.parent)
+            show_more_details_action = QtWidgets.QAction(name, self.parent)
             show_more_details_action.triggered.connect(self.show_cover_art_info)
             menu.addAction(show_more_details_action)
 
         if self.orig_cover_art.isVisible():
             name = _(u'Keep original cover art')
-            use_orig_value_action = QtGui.QAction(name, self.parent)
+            use_orig_value_action = QtWidgets.QAction(name, self.parent)
             use_orig_value_action.triggered.connect(self.item.keep_original_images)
             menu.addAction(use_orig_value_action)
 
         if not menu.isEmpty():
             menu.addSeparator()
 
-        load_image_behavior_group = QtGui.QActionGroup(self.parent, exclusive=True)
-        action = load_image_behavior_group.addAction(QtGui.QAction(_(u'Replace front cover art on drop'), self.parent, checkable=True))
+        load_image_behavior_group = QtWidgets.QActionGroup(self.parent, exclusive=True)
+        action = load_image_behavior_group.addAction(QtWidgets.QAction(_(u'Replace front cover art on drop'), self.parent, checkable=True))
         action.triggered.connect(partial(self.set_load_image_behavior, behavior='replace'))
         if config.setting["load_image_behavior"] == 'replace':
             action.setChecked(True)
         menu.addAction(action)
-        action = load_image_behavior_group.addAction(QtGui.QAction(_(u'Append front cover art on drop'), self.parent, checkable=True))
+        action = load_image_behavior_group.addAction(QtWidgets.QAction(_(u'Append front cover art on drop'), self.parent, checkable=True))
         action.triggered.connect(partial(self.set_load_image_behavior, behavior='append'))
         if config.setting["load_image_behavior"] == 'append':
             action.setChecked(True)
diff --git a/picard/ui/edittagdialog.py b/picard/ui/edittagdialog.py
index b8e1fceb1..374eb6a83 100644
--- a/picard/ui/edittagdialog.py
+++ b/picard/ui/edittagdialog.py
@@ -17,7 +17,7 @@
 # along with this program; if not, write to the Free Software
 # Foundation, Inc., 51 Franklin Street, Fifth Floor, Boston, MA 02110-1301, USA.
 
-from PyQt4 import QtCore, QtGui
+from PyQt5 import QtCore, QtWidgets
 from picard.util.tags import TAG_NAMES
 from picard.ui import PicardDialog
 from picard.ui.ui_edittagdialog import Ui_EditTagDialog
@@ -46,8 +46,8 @@ class EditTagDialog(PicardDialog):
         tag_names.addItem("")
         visible_tags = [tn for tn in self.default_tags if not tn.startswith("~")]
         tag_names.addItems(visible_tags)
-        self.completer = QtGui.QCompleter(visible_tags, tag_names)
-        self.completer.setCompletionMode(QtGui.QCompleter.PopupCompletion)
+        self.completer = QtWidgets.QCompleter(visible_tags, tag_names)
+        self.completer.setCompletionMode(QtWidgets.QCompleter.PopupCompletion)
         tag_names.setCompleter(self.completer)
         self.tag_changed(tag)
         self.value_selection_changed()
@@ -64,7 +64,7 @@ class EditTagDialog(PicardDialog):
 
     def add_value(self):
         self._modified_tag().append("")
-        item = QtGui.QListWidgetItem()
+        item = QtWidgets.QListWidgetItem()
         item.setFlags(QtCore.Qt.ItemIsSelectable | QtCore.Qt.ItemIsEnabled | QtCore.Qt.ItemIsEditable)
         self.value_list.addItem(item)
         self.value_list.editItem(item)
@@ -124,13 +124,13 @@ class EditTagDialog(PicardDialog):
             self.ui.add_value.setEnabled(not self.different)
 
         self._add_value_items(values)
-        self.value_list.setCurrentItem(self.value_list.item(0), QtGui.QItemSelectionModel.SelectCurrent)
+        self.value_list.setCurrentItem(self.value_list.item(0), QtWidgets.QItemSelectionModel.SelectCurrent)
         tag_names.editTextChanged.connect(self.tag_changed)
 
     def _add_value_items(self, values):
         values = [v for v in values if v] or [""]
         for value in values:
-            item = QtGui.QListWidgetItem(value)
+            item = QtWidgets.QListWidgetItem(value)
             item.setFlags(QtCore.Qt.ItemIsSelectable | QtCore.Qt.ItemIsEnabled | QtCore.Qt.ItemIsEditable)
             font = item.font()
             font.setItalic(self.different)
@@ -176,4 +176,4 @@ class EditTagDialog(PicardDialog):
             obj.update()
         self.window.ignore_selection_changes = False
         self.window.update_selection()
-        QtGui.QDialog.accept(self)
+        QtWidgets.QDialog.accept(self)
diff --git a/picard/ui/filebrowser.py b/picard/ui/filebrowser.py
index 28b6085e4..902aace64 100644
--- a/picard/ui/filebrowser.py
+++ b/picard/ui/filebrowser.py
@@ -20,13 +20,13 @@
 
 import os
 import sys
-from PyQt4 import QtCore, QtGui
+from PyQt5 import QtCore, QtWidgets
 from picard import config
 from picard.formats import supported_formats
 from picard.util import find_existing_path
 
 
-class FileBrowser(QtGui.QTreeView):
+class FileBrowser(QtWidgets.QTreeView):
 
     options = [
         config.TextOption("persist", "current_browser_path", ""),
@@ -34,18 +34,18 @@ class FileBrowser(QtGui.QTreeView):
     ]
 
     def __init__(self, parent):
-        QtGui.QTreeView.__init__(self, parent)
-        self.setSelectionMode(QtGui.QAbstractItemView.ExtendedSelection)
+        QtWidgets.QTreeView.__init__(self, parent)
+        self.setSelectionMode(QtWidgets.QAbstractItemView.ExtendedSelection)
         self.setDragEnabled(True)
-        self.move_files_here_action = QtGui.QAction(_("&Move Tagged Files Here"), self)
+        self.move_files_here_action = QtWidgets.QAction(_("&Move Tagged Files Here"), self)
         self.move_files_here_action.triggered.connect(self.move_files_here)
         self.addAction(self.move_files_here_action)
-        self.toggle_hidden_action = QtGui.QAction(_("Show &Hidden Files"), self)
+        self.toggle_hidden_action = QtWidgets.QAction(_("Show &Hidden Files"), self)
         self.toggle_hidden_action.setCheckable(True)
         self.toggle_hidden_action.setChecked(config.persist["show_hidden_files"])
         self.toggle_hidden_action.toggled.connect(self.show_hidden)
         self.addAction(self.toggle_hidden_action)
-        self.set_as_starting_directory_action = QtGui.QAction(_("&Set as starting directory"), self)
+        self.set_as_starting_directory_action = QtWidgets.QAction(_("&Set as starting directory"), self)
         self.set_as_starting_directory_action.triggered.connect(self.set_as_starting_directory)
         self.addAction(self.set_as_starting_directory_action)
         self.setContextMenuPolicy(QtCore.Qt.ActionsContextMenu)
@@ -53,7 +53,7 @@ class FileBrowser(QtGui.QTreeView):
         self._set_model()
 
     def _set_model(self):
-        self.model = QtGui.QFileSystemModel()
+        self.model = QtWidgets.QFileSystemModel()
         self.model.layoutChanged.connect(self._layout_changed)
         self.model.setRootPath("")
         self._set_model_filter()
@@ -71,7 +71,7 @@ class FileBrowser(QtGui.QTreeView):
         header.hideSection(1)
         header.hideSection(2)
         header.hideSection(3)
-        header.setResizeMode(QtGui.QHeaderView.ResizeToContents)
+        header.setSectionResizeMode(QtWidgets.QHeaderView.ResizeToContents)
         header.setStretchLastSection(False)
         header.setVisible(False)
 
@@ -96,12 +96,12 @@ class FileBrowser(QtGui.QTreeView):
     def mousePressEvent(self, event):
         index = self.indexAt(event.pos())
         if index.isValid():
-            self.selectionModel().setCurrentIndex(index, QtGui.QItemSelectionModel.NoUpdate)
-        QtGui.QTreeView.mousePressEvent(self, event)
+            self.selectionModel().setCurrentIndex(index, QtCore.QItemSelectionModel.NoUpdate)
+        QtWidgets.QTreeView.mousePressEvent(self, event)
 
     def focusInEvent(self, event):
         self.focused = True
-        QtGui.QTreeView.focusInEvent(self, event)
+        QtWidgets.QTreeView.focusInEvent(self, event)
 
     def show_hidden(self, state):
         config.persist["show_hidden_files"] = state
@@ -119,10 +119,10 @@ class FileBrowser(QtGui.QTreeView):
     def _restore_state(self):
         if config.setting["starting_directory"]:
             path = config.setting["starting_directory_path"]
-            scrolltype = QtGui.QAbstractItemView.PositionAtTop
+            scrolltype = QtWidgets.QAbstractItemView.PositionAtTop
         else:
             path = config.persist["current_browser_path"]
-            scrolltype = QtGui.QAbstractItemView.PositionAtCenter
+            scrolltype = QtWidgets.QAbstractItemView.PositionAtCenter
         if path:
             index = self.model.index(find_existing_path(unicode(path)))
             self.setCurrentIndex(index)
diff --git a/picard/ui/infodialog.py b/picard/ui/infodialog.py
index 6fd285a84..b33a17868 100644
--- a/picard/ui/infodialog.py
+++ b/picard/ui/infodialog.py
@@ -20,7 +20,7 @@
 import os.path
 import cgi
 import traceback
-from PyQt4 import QtGui, QtCore
+from PyQt5 import QtGui, QtCore, QtWidgets
 from picard import log
 from picard.file import File
 from picard.track import Track
@@ -31,9 +31,9 @@ from picard.ui import PicardDialog
 from picard.ui.ui_infodialog import Ui_InfoDialog
 
 
-class ArtworkTable(QtGui.QTableWidget):
+class ArtworkTable(QtWidgets.QTableWidget):
     def __init__(self, display_existing_art):
-        QtGui.QTableWidget.__init__(self, 0, 2)
+        QtWidgets.QTableWidget.__init__(self, 0, 2)
         self.display_existing_art = display_existing_art
         h_header = self.horizontalHeader()
         v_header = self.verticalHeader()
@@ -55,10 +55,10 @@ class ArtworkTable(QtGui.QTableWidget):
 
     def get_coverart_widget(self, pixmap, text):
         """Return a QWidget that can be added to artwork column cell of ArtworkTable."""
-        coverart_widget = QtGui.QWidget()
-        image_label = QtGui.QLabel()
-        text_label = QtGui.QLabel()
-        layout = QtGui.QVBoxLayout()
+        coverart_widget = QtWidgets.QWidget()
+        image_label = QtWidgets.QLabel()
+        text_label = QtWidgets.QLabel()
+        layout = QtWidgets.QVBoxLayout()
         image_label.setPixmap(pixmap.scaled(170, 170, QtCore.Qt.KeepAspectRatio,
                                             QtCore.Qt.SmoothTransformation))
         image_label.setAlignment(QtCore.Qt.AlignCenter)
@@ -75,14 +75,14 @@ class ArtworkTable(QtGui.QTableWidget):
         If both existing and new artwork are to be displayed, insert an arrow icon to make comparison
         obvious.
         """
-        type_widget = QtGui.QWidget()
-        type_label = QtGui.QLabel()
-        layout = QtGui.QVBoxLayout()
+        type_widget = QtWidgets.QWidget()
+        type_label = QtWidgets.QLabel()
+        layout = QtWidgets.QVBoxLayout()
         type_label.setText(type_text)
         type_label.setAlignment(QtCore.Qt.AlignCenter)
         type_label.setWordWrap(True)
         if self.display_existing_art:
-            arrow_label = QtGui.QLabel()
+            arrow_label = QtWidgets.QLabel()
             arrow_label.setPixmap(self.arrow_pixmap.scaled(170, 170, QtCore.Qt.KeepAspectRatio,
                                                            QtCore.Qt.SmoothTransformation))
             arrow_label.setAlignment(QtCore.Qt.AlignCenter)
@@ -173,7 +173,7 @@ class InfoDialog(PicardDialog):
             except CoverArtImageIOError:
                 log.error(traceback.format_exc())
                 continue
-            item = QtGui.QTableWidgetItem()
+            item = QtWidgets.QTableWidgetItem()
             item.setData(QtCore.Qt.UserRole, image)
             pixmap = QtGui.QPixmap()
             if data is not None:
@@ -209,7 +209,7 @@ class InfoDialog(PicardDialog):
         for row, type in enumerate(types):
             self.artwork_table.insertRow(row)
             type_wgt = self.artwork_table.get_type_widget(type)
-            item = QtGui.QTableWidgetItem()
+            item = QtWidgets.QTableWidgetItem()
             item.setData(QtCore.Qt.UserRole, type)
             self.artwork_table.setCellWidget(row, self.artwork_table._type_col, type_wgt)
             self.artwork_table.setItem(row, self.artwork_table._type_col, item)
@@ -297,7 +297,7 @@ class AlbumInfoDialog(InfoDialog):
         if album.errors:
             tabWidget.setTabText(tab_index, _("&Errors"))
             text = '<br />'.join(map(lambda s: '<font color="darkred">%s</font>' %
-                                     '<br />'.join(unicode(QtCore.Qt.escape(s))
+                                     '<br />'.join(unicode(cgi.escape(s))
                                                    .replace('\t', ' ')
                                                    .replace(' ', '&nbsp;')
                                                    .splitlines()
@@ -347,9 +347,9 @@ class ClusterInfoDialog(InfoDialog):
         tabWidget.setTabText(tab_index, _("&Info"))
         info = []
         info.append("<b>%s</b> %s" % (_('Album:'),
-                                      unicode(QtCore.Qt.escape(cluster.metadata["album"]))))
+                                      unicode(cgi.escape(cluster.metadata["album"]))))
         info.append("<b>%s</b> %s" % (_('Artist:'),
-                                      unicode(QtCore.Qt.escape(cluster.metadata["albumartist"]))))
+                                      unicode(cgi.escape(cluster.metadata["albumartist"]))))
         info.append("")
         lines = []
         for file in cluster.iterfiles(False):
@@ -359,5 +359,5 @@ class ClusterInfoDialog(InfoDialog):
                          m["title"] + " - " + artist + " (" +
                          m["~length"] + ")")
         info.append("<b>%s</b><br />%s" % (_('Tracklist:'),
-                    '<br />'.join([unicode(QtCore.Qt.escape(s)).replace(' ', '&nbsp;') for s in lines])))
+                    '<br />'.join([unicode(cgi.escape(s)).replace(' ', '&nbsp;') for s in lines])))
         self.ui.info.setText('<br/>'.join(info))
diff --git a/picard/ui/infostatus.py b/picard/ui/infostatus.py
index bfb1c8dce..0e41af970 100644
--- a/picard/ui/infostatus.py
+++ b/picard/ui/infostatus.py
@@ -16,16 +16,15 @@
 # along with this program; if not, write to the Free Software
 # Foundation, Inc., 51 Franklin Street, Fifth Floor, Boston, MA 02110-1301, USA.
 
-from PyQt4 import QtCore, QtGui
-from PyQt4.QtGui import QIcon
+from PyQt5 import QtCore, QtGui, QtWidgets
 from picard.util import icontheme
 from picard.ui.ui_infostatus import Ui_InfoStatus
 
 
-class InfoStatus(QtGui.QWidget, Ui_InfoStatus):
+class InfoStatus(QtWidgets.QWidget, Ui_InfoStatus):
 
     def __init__(self, parent):
-        QtGui.QWidget.__init__(self, parent)
+        QtWidgets.QWidget.__init__(self, parent)
         Ui_InfoStatus.__init__(self)
         self.setupUi(self)
 
@@ -38,7 +37,7 @@ class InfoStatus(QtGui.QWidget, Ui_InfoStatus):
         self.label1.setPixmap(self.icon_file.pixmap(size))
         self.label2.setPixmap(self.icon_cd.pixmap(size))
         self.label3.setPixmap(self.icon_file_pending.pixmap(size))
-        self.label4.setPixmap(self.icon_download.pixmap(size, QIcon.Disabled))
+        self.label4.setPixmap(self.icon_download.pixmap(size, QtGui.QIcon.Disabled))
         self._init_tooltips()
 
     def _create_icons(self):
@@ -72,8 +71,8 @@ class InfoStatus(QtGui.QWidget, Ui_InfoStatus):
 
     def setPendingRequests(self, num):
         if num <= 0:
-            enabled = QIcon.Disabled
+            enabled = QtGui.QIcon.Disabled
         else:
-            enabled = QIcon.Normal
+            enabled = QtGui.QIcon.Normal
         self.label4.setPixmap(self.icon_download.pixmap(self._size, enabled))
         self.val4.setText(unicode(num))
diff --git a/picard/ui/itemviews.py b/picard/ui/itemviews.py
index f08cda2b0..7b6c3d407 100644
--- a/picard/ui/itemviews.py
+++ b/picard/ui/itemviews.py
@@ -21,7 +21,7 @@ import os
 import re
 import sys
 from functools import partial
-from PyQt4 import QtCore, QtGui
+from PyQt5 import QtCore, QtGui, QtWidgets
 from picard import config, log
 from picard.album import Album, NatAlbum
 from picard.cluster import Cluster, ClusterList, UnmatchedFiles
@@ -41,12 +41,12 @@ if sys.platform == 'darwin':
         log.warning("Unable to import NSURL, file drag'n'drop might not work correctly")
 
 
-class BaseAction(QtGui.QAction):
+class BaseAction(QtWidgets.QAction):
     NAME = "Unknown"
     MENU = []
 
     def __init__(self):
-        QtGui.QAction.__init__(self, self.NAME, None)
+        QtWidgets.QAction.__init__(self, self.NAME, None)
         self.triggered.connect(self.__callback)
 
     def __callback(self):
@@ -93,7 +93,7 @@ def get_match_color(similarity, basecolor):
         c2[2] + (c1[2] - c2[2]) * similarity)
 
 
-class MainPanel(QtGui.QSplitter):
+class MainPanel(QtWidgets.QSplitter):
 
     options = [
         config.Option("persist", "splitter_state", QtCore.QByteArray()),
@@ -106,7 +106,7 @@ class MainPanel(QtGui.QSplitter):
     ]
 
     def __init__(self, window, parent=None):
-        QtGui.QSplitter.__init__(self, parent)
+        QtWidgets.QSplitter.__init__(self, parent)
         self.window = window
         self.create_icons()
         self.views = [FileTreeView(window, self), AlbumTreeView(window, self)]
@@ -142,8 +142,8 @@ class MainPanel(QtGui.QSplitter):
         self.restoreState(config.persist["splitter_state"])
 
     def create_icons(self):
-        if hasattr(QtGui.QStyle, 'SP_DirIcon'):
-            ClusterItem.icon_dir = self.style().standardIcon(QtGui.QStyle.SP_DirIcon)
+        if hasattr(QtWidgets.QStyle, 'SP_DirIcon'):
+            ClusterItem.icon_dir = self.style().standardIcon(QtWidgets.QStyle.SP_DirIcon)
         else:
             ClusterItem.icon_dir = icontheme.lookup('folder', icontheme.ICON_SIZE_MENU)
         AlbumItem.icon_cd = icontheme.lookup('media-optical', icontheme.ICON_SIZE_MENU)
@@ -220,7 +220,7 @@ class MainPanel(QtGui.QSplitter):
             self.update_current_view()
 
 
-class BaseTreeView(QtGui.QTreeWidget):
+class BaseTreeView(QtWidgets.QTreeWidget):
 
     options = [
         config.Option("setting", "color_modified", QtGui.QColor(QtGui.QPalette.WindowText)),
@@ -230,7 +230,7 @@ class BaseTreeView(QtGui.QTreeWidget):
     ]
 
     def __init__(self, window, parent=None):
-        QtGui.QTreeWidget.__init__(self, parent)
+        QtWidgets.QTreeWidget.__init__(self, parent)
         self.window = window
         self.panel = parent
 
@@ -241,7 +241,7 @@ class BaseTreeView(QtGui.QTreeWidget):
         self.setAcceptDrops(True)
         self.setDragEnabled(True)
         self.setDropIndicatorShown(True)
-        self.setSelectionMode(QtGui.QAbstractItemView.ExtendedSelection)
+        self.setSelectionMode(QtWidgets.QAbstractItemView.ExtendedSelection)
 
         # enable sorting, but don't actually use it by default
         # XXX it would be nice to be able to go to the 'no sort' mode, but the
@@ -249,11 +249,11 @@ class BaseTreeView(QtGui.QTreeWidget):
         self.header().setSortIndicator(-1, QtCore.Qt.AscendingOrder)
         self.setSortingEnabled(True)
 
-        self.expand_all_action = QtGui.QAction(_("&Expand all"), self)
+        self.expand_all_action = QtWidgets.QAction(_("&Expand all"), self)
         self.expand_all_action.triggered.connect(self.expandAll)
-        self.collapse_all_action = QtGui.QAction(_("&Collapse all"), self)
+        self.collapse_all_action = QtWidgets.QAction(_("&Collapse all"), self)
         self.collapse_all_action.triggered.connect(self.collapseAll)
-        self.select_all_action = QtGui.QAction(_("Select &all"), self)
+        self.select_all_action = QtWidgets.QAction(_("Select &all"), self)
         self.select_all_action.triggered.connect(self.selectAll)
         self.select_all_action.setShortcut(QtGui.QKeySequence(_(u"Ctrl+A")))
         self.doubleClicked.connect(self.activate_item)
@@ -265,7 +265,7 @@ class BaseTreeView(QtGui.QTreeWidget):
         obj = item.obj
         plugin_actions = None
         can_view_info = self.window.view_info_action.isEnabled()
-        menu = QtGui.QMenu(self)
+        menu = QtWidgets.QMenu(self)
 
         if isinstance(obj, Track):
             if can_view_info:
@@ -321,7 +321,7 @@ class BaseTreeView(QtGui.QTreeWidget):
         bottom_separator = False
 
         if isinstance(obj, Album) and not isinstance(obj, NatAlbum) and obj.loaded:
-            releases_menu = QtGui.QMenu(_("&Other versions"), menu)
+            releases_menu = QtWidgets.QMenu(_("&Other versions"), menu)
             menu.addSeparator()
             menu.addMenu(releases_menu)
             loading = releases_menu.addAction(_('Loading...'))
@@ -378,7 +378,7 @@ class BaseTreeView(QtGui.QTreeWidget):
         if config.setting["enable_ratings"] and \
            len(self.window.selected_objects) == 1 and isinstance(obj, Track):
             menu.addSeparator()
-            action = QtGui.QWidgetAction(menu)
+            action = QtWidgets.QWidgetAction(menu)
             action.setDefaultWidget(RatingWidget(menu, obj))
             menu.addAction(action)
             menu.addSeparator()
@@ -392,7 +392,7 @@ class BaseTreeView(QtGui.QTreeWidget):
             menu.addMenu(CollectionMenu(selected_albums, _("Collections"), menu))
 
         if plugin_actions:
-            plugin_menu = QtGui.QMenu(_("P&lugins"), menu)
+            plugin_menu = QtWidgets.QMenu(_("P&lugins"), menu)
             plugin_menu.setIcon(self.panel.icon_plugins)
             menu.addSeparator()
             menu.addMenu(plugin_menu)
@@ -452,7 +452,7 @@ class BaseTreeView(QtGui.QTreeWidget):
         if items:
             drag = QtGui.QDrag(self)
             drag.setMimeData(self.mimeData(items))
-            drag.start(supportedActions)
+            drag.exec_(QtCore.Qt.MoveAction)
 
     def mimeData(self, items):
         """Return MIME data for specified items."""
@@ -513,7 +513,7 @@ class BaseTreeView(QtGui.QTreeWidget):
             BaseTreeView.tagger.add_files(new_files, target=target)
 
     def dropEvent(self, event):
-        return QtGui.QTreeView.dropEvent(self, event)
+        return QtWidgets.QTreeView.dropEvent(self, event)
 
     def dropMimeData(self, parent, index, data, action):
         target = None
@@ -559,11 +559,11 @@ class BaseTreeView(QtGui.QTreeWidget):
             cluster_item.add_files(cluster.files)
 
     def moveCursor(self, action, modifiers):
-        if action in (QtGui.QAbstractItemView.MoveUp, QtGui.QAbstractItemView.MoveDown):
+        if action in (QtWidgets.QAbstractItemView.MoveUp, QtWidgets.QAbstractItemView.MoveDown):
             item = self.currentItem()
             if item and not item.isSelected():
                 self.setCurrentItem(item)
-        return QtGui.QTreeWidget.moveCursor(self, action, modifiers)
+        return QtWidgets.QTreeWidget.moveCursor(self, action, modifiers)
 
 
 class FileTreeView(BaseTreeView):
@@ -576,10 +576,10 @@ class FileTreeView(BaseTreeView):
         self.setAccessibleDescription(_("Contains unmatched files and clusters"))
         self.unmatched_files = ClusterItem(self.tagger.unmatched_files, False, self)
         self.unmatched_files.update()
-        self.setItemExpanded(self.unmatched_files, True)
+        self.unmatched_files.setExpanded(True)
         self.clusters = ClusterItem(self.tagger.clusters, False, self)
         self.set_clusters_text()
-        self.setItemExpanded(self.clusters, True)
+        self.clusters.setExpanded(True)
         self.tagger.cluster_added.connect(self.add_file_cluster)
         self.tagger.cluster_removed.connect(self.remove_file_cluster)
 
@@ -622,12 +622,12 @@ class AlbumTreeView(BaseTreeView):
         self.takeTopLevelItem(self.indexOfTopLevelItem(album.item))
 
 
-class TreeItem(QtGui.QTreeWidgetItem):
+class TreeItem(QtWidgets.QTreeWidgetItem):
 
     __lt__ = lambda self, other: False
 
     def __init__(self, obj, sortable, *args):
-        QtGui.QTreeWidgetItem.__init__(self, *args)
+        QtWidgets.QTreeWidgetItem.__init__(self, *args)
         self.obj = obj
         if obj is not None:
             obj.item = self
diff --git a/picard/ui/logview.py b/picard/ui/logview.py
index 3d24914c6..d127f3edf 100644
--- a/picard/ui/logview.py
+++ b/picard/ui/logview.py
@@ -18,7 +18,7 @@
 # Foundation, Inc., 51 Franklin Street, Fifth Floor, Boston, MA 02110-1301, USA.
 
 
-from PyQt4 import QtCore, QtGui
+from PyQt5 import QtCore, QtGui, QtWidgets
 from picard import config, log
 from picard.ui import PicardDialog
 
@@ -33,9 +33,9 @@ class LogViewCommon(PicardDialog):
         self.setWindowTitle(title)
         self.doc = QtGui.QTextDocument(self)
         self.textCursor = QtGui.QTextCursor(self.doc)
-        self.browser = QtGui.QTextBrowser(self)
+        self.browser = QtWidgets.QTextBrowser(self)
         self.browser.setDocument(self.doc)
-        self.vbox = QtGui.QVBoxLayout(self)
+        self.vbox = QtWidgets.QVBoxLayout(self)
         self.vbox.addWidget(self.browser)
         self._display()
 
@@ -83,7 +83,7 @@ class LogViewCommon(PicardDialog):
 
     def closeEvent(self, event):
         self.logger.unregister_receiver(self._add_entry)
-        return QtGui.QDialog.closeEvent(self, event)
+        return QtWidgets.QDialog.closeEvent(self, event)
 
     def saveWindowState(self, position, size):
         pos = self.pos()
@@ -110,7 +110,7 @@ class LogView(LogViewCommon):
         logger = log.main_logger
         LogViewCommon.__init__(self, title, logger, parent=parent)
         self.restoreWindowState("logview_position", "logview_size")
-        cb = QtGui.QCheckBox(_('Debug mode'), self)
+        cb = QtWidgets.QCheckBox(_('Debug mode'), self)
         cb.setChecked(QtCore.QObject.tagger._debug)
         cb.stateChanged.connect(self.toggleDebug)
         self.vbox.addWidget(cb)
diff --git a/picard/ui/mainwindow.py b/picard/ui/mainwindow.py
index 16ef11126..03ee34a6f 100644
--- a/picard/ui/mainwindow.py
+++ b/picard/ui/mainwindow.py
@@ -17,7 +17,7 @@
 # along with this program; if not, write to the Free Software
 # Foundation, Inc., 51 Franklin Street, Fifth Floor, Boston, MA 02110-1301, USA.
 
-from PyQt4 import QtCore, QtGui
+from PyQt5 import QtCore, QtGui, QtWidgets
 
 import os.path
 
@@ -57,7 +57,7 @@ def register_ui_init(function):
     ui_init.register(function.__module__, function)
 
 
-class MainWindow(QtGui.QMainWindow):
+class MainWindow(QtWidgets.QMainWindow):
 
     selection_updated = QtCore.pyqtSignal(object)
 
@@ -74,7 +74,7 @@ class MainWindow(QtGui.QMainWindow):
     ]
 
     def __init__(self, parent=None):
-        QtGui.QMainWindow.__init__(self, parent)
+        QtWidgets.QMainWindow.__init__(self, parent)
         self.selected_objects = []
         self.ignore_selection_changes = False
         self.setupUi()
@@ -95,7 +95,7 @@ class MainWindow(QtGui.QMainWindow):
         self.create_toolbar()
         self.create_menus()
 
-        mainLayout = QtGui.QSplitter(QtCore.Qt.Vertical)
+        mainLayout = QtWidgets.QSplitter(QtCore.Qt.Vertical)
         mainLayout.setContentsMargins(0, 0, 0, 0)
         mainLayout.setHandleWidth(1)
 
@@ -114,12 +114,12 @@ class MainWindow(QtGui.QMainWindow):
         self.logDialog = LogView(self)
         self.historyDialog = HistoryView(self)
 
-        bottomLayout = QtGui.QHBoxLayout()
+        bottomLayout = QtWidgets.QHBoxLayout()
         bottomLayout.setContentsMargins(0, 0, 0, 0)
         bottomLayout.setSpacing(0)
         bottomLayout.addWidget(self.metadata_box, 1)
         bottomLayout.addWidget(self.cover_art_box, 0)
-        bottom = QtGui.QWidget()
+        bottom = QtWidgets.QWidget()
         bottom.setLayout(bottomLayout)
 
         mainLayout.addWidget(self.panel)
@@ -139,11 +139,11 @@ class MainWindow(QtGui.QMainWindow):
             else:
                 self.remove()
         else:
-            QtGui.QMainWindow.keyPressEvent(self, event)
+            QtWidgets.QMainWindow.keyPressEvent(self, event)
 
     def show(self):
         self.restoreWindowState()
-        QtGui.QMainWindow.show(self)
+        QtWidgets.QMainWindow.show(self)
         self.metadata_box.restore_state()
 
     def closeEvent(self, event):
@@ -155,7 +155,7 @@ class MainWindow(QtGui.QMainWindow):
 
     def show_quit_confirmation(self):
         unsaved_files = sum(a.get_num_unsaved_files() for a in self.tagger.albums.itervalues())
-        QMessageBox = QtGui.QMessageBox
+        QMessageBox = QtWidgets.QMessageBox
 
         if unsaved_files > 0:
             msg = QMessageBox(self)
@@ -225,7 +225,7 @@ class MainWindow(QtGui.QMainWindow):
         """Creates a new status bar."""
         self.statusBar().showMessage(_("Ready"))
         self.infostatus = InfoStatus(self)
-        self.listening_label = QtGui.QLabel()
+        self.listening_label = QtWidgets.QLabel()
         self.listening_label.setVisible(False)
         self.listening_label.setToolTip("<qt/>" + _(
             "Picard listens on this port to integrate with your browser. When "
@@ -305,124 +305,124 @@ class MainWindow(QtGui.QMainWindow):
     def _on_submit_acoustid(self):
         if self.tagger.use_acoustid:
             if not config.setting["acoustid_apikey"]:
-                QtGui.QMessageBox.warning(self,
+                QtWidgets.QMessageBox.warning(self,
                     _(u"Submission Error"),
                     _(u"You need to configure your AcoustID API key before you can submit fingerprints."))
             else:
                 self.tagger.acoustidmanager.submit()
 
     def create_actions(self):
-        self.options_action = QtGui.QAction(icontheme.lookup('preferences-desktop'), _("&Options..."), self)
-        self.options_action.setMenuRole(QtGui.QAction.PreferencesRole)
+        self.options_action = QtWidgets.QAction(icontheme.lookup('preferences-desktop'), _("&Options..."), self)
+        self.options_action.setMenuRole(QtWidgets.QAction.PreferencesRole)
         self.options_action.triggered.connect(self.show_options)
 
-        self.cut_action = QtGui.QAction(icontheme.lookup('edit-cut', icontheme.ICON_SIZE_MENU), _(u"&Cut"), self)
+        self.cut_action = QtWidgets.QAction(icontheme.lookup('edit-cut', icontheme.ICON_SIZE_MENU), _(u"&Cut"), self)
         self.cut_action.setShortcut(QtGui.QKeySequence.Cut)
         self.cut_action.setEnabled(False)
         self.cut_action.triggered.connect(self.cut)
 
-        self.paste_action = QtGui.QAction(icontheme.lookup('edit-paste', icontheme.ICON_SIZE_MENU), _(u"&Paste"), self)
+        self.paste_action = QtWidgets.QAction(icontheme.lookup('edit-paste', icontheme.ICON_SIZE_MENU), _(u"&Paste"), self)
         self.paste_action.setShortcut(QtGui.QKeySequence.Paste)
         self.paste_action.setEnabled(False)
         self.paste_action.triggered.connect(self.paste)
 
-        self.help_action = QtGui.QAction(_("&Help..."), self)
+        self.help_action = QtWidgets.QAction(_("&Help..."), self)
         self.help_action.setShortcut(QtGui.QKeySequence.HelpContents)
         self.help_action.triggered.connect(self.show_help)
 
-        self.about_action = QtGui.QAction(_("&About..."), self)
-        self.about_action.setMenuRole(QtGui.QAction.AboutRole)
+        self.about_action = QtWidgets.QAction(_("&About..."), self)
+        self.about_action.setMenuRole(QtWidgets.QAction.AboutRole)
         self.about_action.triggered.connect(self.show_about)
 
-        self.donate_action = QtGui.QAction(_("&Donate..."), self)
+        self.donate_action = QtWidgets.QAction(_("&Donate..."), self)
         self.donate_action.triggered.connect(self.open_donation_page)
 
-        self.report_bug_action = QtGui.QAction(_("&Report a Bug..."), self)
+        self.report_bug_action = QtWidgets.QAction(_("&Report a Bug..."), self)
         self.report_bug_action.triggered.connect(self.open_bug_report)
 
-        self.support_forum_action = QtGui.QAction(_("&Support Forum..."), self)
+        self.support_forum_action = QtWidgets.QAction(_("&Support Forum..."), self)
         self.support_forum_action.triggered.connect(self.open_support_forum)
 
-        self.add_files_action = QtGui.QAction(icontheme.lookup('document-open'), _(u"&Add Files..."), self)
+        self.add_files_action = QtWidgets.QAction(icontheme.lookup('document-open'), _(u"&Add Files..."), self)
         self.add_files_action.setStatusTip(_(u"Add files to the tagger"))
         # TR: Keyboard shortcut for "Add Files..."
         self.add_files_action.setShortcut(QtGui.QKeySequence.Open)
         self.add_files_action.triggered.connect(self.add_files)
 
-        self.add_directory_action = QtGui.QAction(icontheme.lookup('folder'), _(u"A&dd Folder..."), self)
+        self.add_directory_action = QtWidgets.QAction(icontheme.lookup('folder'), _(u"A&dd Folder..."), self)
         self.add_directory_action.setStatusTip(_(u"Add a folder to the tagger"))
         # TR: Keyboard shortcut for "Add Directory..."
         self.add_directory_action.setShortcut(QtGui.QKeySequence(_(u"Ctrl+D")))
         self.add_directory_action.triggered.connect(self.add_directory)
 
-        self.save_action = QtGui.QAction(icontheme.lookup('document-save'), _(u"&Save"), self)
+        self.save_action = QtWidgets.QAction(icontheme.lookup('document-save'), _(u"&Save"), self)
         self.save_action.setStatusTip(_(u"Save selected files"))
         # TR: Keyboard shortcut for "Save"
         self.save_action.setShortcut(QtGui.QKeySequence.Save)
         self.save_action.setEnabled(False)
         self.save_action.triggered.connect(self.save)
 
-        self.submit_acoustid_action = QtGui.QAction(icontheme.lookup('acoustid-fingerprinter'), _(u"S&ubmit AcoustIDs"), self)
+        self.submit_acoustid_action = QtWidgets.QAction(icontheme.lookup('acoustid-fingerprinter'), _(u"S&ubmit AcoustIDs"), self)
         self.submit_acoustid_action.setStatusTip(_(u"Submit acoustic fingerprints"))
         self.submit_acoustid_action.setEnabled(False)
         self.submit_acoustid_action.triggered.connect(self._on_submit_acoustid)
 
-        self.exit_action = QtGui.QAction(_(u"E&xit"), self)
-        self.exit_action.setMenuRole(QtGui.QAction.QuitRole)
+        self.exit_action = QtWidgets.QAction(_(u"E&xit"), self)
+        self.exit_action.setMenuRole(QtWidgets.QAction.QuitRole)
         # TR: Keyboard shortcut for "Exit"
         self.exit_action.setShortcut(QtGui.QKeySequence(_(u"Ctrl+Q")))
         self.exit_action.triggered.connect(self.close)
 
-        self.remove_action = QtGui.QAction(icontheme.lookup('list-remove'), _(u"&Remove"), self)
+        self.remove_action = QtWidgets.QAction(icontheme.lookup('list-remove'), _(u"&Remove"), self)
         self.remove_action.setStatusTip(_(u"Remove selected files/albums"))
         self.remove_action.setEnabled(False)
         self.remove_action.triggered.connect(self.remove)
 
-        self.browser_lookup_action = QtGui.QAction(icontheme.lookup('lookup-musicbrainz'), _(u"Lookup in &Browser"), self)
+        self.browser_lookup_action = QtWidgets.QAction(icontheme.lookup('lookup-musicbrainz'), _(u"Lookup in &Browser"), self)
         self.browser_lookup_action.setStatusTip(_(u"Lookup selected item on MusicBrainz website"))
         self.browser_lookup_action.setEnabled(False)
         # TR: Keyboard shortcut for "Lookup in Browser"
         self.browser_lookup_action.setShortcut(QtGui.QKeySequence(_(u"Ctrl+Shift+L")))
         self.browser_lookup_action.triggered.connect(self.browser_lookup)
 
-        self.album_search_action = QtGui.QAction(icontheme.lookup('system-search'), _(u"Search for similar albums..."), self)
+        self.album_search_action = QtWidgets.QAction(icontheme.lookup('system-search'), _(u"Search for similar albums..."), self)
         self.album_search_action.setStatusTip(_(u"View similar releases and optionally choose a different release"))
         self.album_search_action.triggered.connect(self.show_more_albums)
 
-        self.track_search_action = QtGui.QAction(icontheme.lookup('system-search'), _(u"Search for similar tracks..."), self)
+        self.track_search_action = QtWidgets.QAction(icontheme.lookup('system-search'), _(u"Search for similar tracks..."), self)
         self.track_search_action.setStatusTip(_(u"View similar tracks and optionally choose a different release"))
         self.track_search_action.triggered.connect(self.show_more_tracks)
 
-        self.show_file_browser_action = QtGui.QAction(_(u"File &Browser"), self)
+        self.show_file_browser_action = QtWidgets.QAction(_(u"File &Browser"), self)
         self.show_file_browser_action.setCheckable(True)
         if config.persist["view_file_browser"]:
             self.show_file_browser_action.setChecked(True)
         self.show_file_browser_action.setShortcut(QtGui.QKeySequence(_(u"Ctrl+B")))
         self.show_file_browser_action.triggered.connect(self.show_file_browser)
 
-        self.show_cover_art_action = QtGui.QAction(_(u"&Cover Art"), self)
+        self.show_cover_art_action = QtWidgets.QAction(_(u"&Cover Art"), self)
         self.show_cover_art_action.setCheckable(True)
         if config.persist["view_cover_art"]:
             self.show_cover_art_action.setChecked(True)
         self.show_cover_art_action.triggered.connect(self.show_cover_art)
 
-        self.show_toolbar_action = QtGui.QAction(_(u"&Actions"), self)
+        self.show_toolbar_action = QtWidgets.QAction(_(u"&Actions"), self)
         self.show_toolbar_action.setCheckable(True)
         if config.persist["view_toolbar"]:
             self.show_toolbar_action.setChecked(True)
         self.show_toolbar_action.triggered.connect(self.show_toolbar)
 
-        self.search_action = QtGui.QAction(icontheme.lookup('system-search'), _(u"Search"), self)
+        self.search_action = QtWidgets.QAction(icontheme.lookup('system-search'), _(u"Search"), self)
         self.search_action.setEnabled(False)
         self.search_action.triggered.connect(self.search)
 
-        self.cd_lookup_action = QtGui.QAction(icontheme.lookup('media-optical'), _(u"Lookup &CD..."), self)
+        self.cd_lookup_action = QtWidgets.QAction(icontheme.lookup('media-optical'), _(u"Lookup &CD..."), self)
         self.cd_lookup_action.setStatusTip(_(u"Lookup the details of the CD in your drive"))
         # TR: Keyboard shortcut for "Lookup CD"
         self.cd_lookup_action.setShortcut(QtGui.QKeySequence(_("Ctrl+K")))
         self.cd_lookup_action.triggered.connect(self.tagger.lookup_cd)
 
-        self.analyze_action = QtGui.QAction(icontheme.lookup('picard-analyze'), _(u"&Scan"), self)
+        self.analyze_action = QtWidgets.QAction(icontheme.lookup('picard-analyze'), _(u"&Scan"), self)
         self.analyze_action.setStatusTip(_(u"Use AcoustID audio fingerprint to identify the files by the actual music, even if they have no metadata"))
         self.analyze_action.setEnabled(False)
         self.analyze_action.setToolTip(_(u'Identify the file using its AcoustID audio fingerprint'))
@@ -430,14 +430,14 @@ class MainWindow(QtGui.QMainWindow):
         self.analyze_action.setShortcut(QtGui.QKeySequence(_(u"Ctrl+Y")))
         self.analyze_action.triggered.connect(self.analyze)
 
-        self.cluster_action = QtGui.QAction(icontheme.lookup('picard-cluster'), _(u"Cl&uster"), self)
+        self.cluster_action = QtWidgets.QAction(icontheme.lookup('picard-cluster'), _(u"Cl&uster"), self)
         self.cluster_action.setStatusTip(_(u"Cluster files into album clusters"))
         self.cluster_action.setEnabled(False)
         # TR: Keyboard shortcut for "Cluster"
         self.cluster_action.setShortcut(QtGui.QKeySequence(_(u"Ctrl+U")))
         self.cluster_action.triggered.connect(self.cluster)
 
-        self.autotag_action = QtGui.QAction(icontheme.lookup('picard-auto-tag'), _(u"&Lookup"), self)
+        self.autotag_action = QtWidgets.QAction(icontheme.lookup('picard-auto-tag'), _(u"&Lookup"), self)
         tip = _(u"Lookup selected items in MusicBrainz")
         self.autotag_action.setToolTip(tip)
         self.autotag_action.setStatusTip(tip)
@@ -446,55 +446,55 @@ class MainWindow(QtGui.QMainWindow):
         self.autotag_action.setShortcut(QtGui.QKeySequence(_(u"Ctrl+L")))
         self.autotag_action.triggered.connect(self.autotag)
 
-        self.view_info_action = QtGui.QAction(icontheme.lookup('picard-edit-tags'), _(u"&Info..."), self)
+        self.view_info_action = QtWidgets.QAction(icontheme.lookup('picard-edit-tags'), _(u"&Info..."), self)
         self.view_info_action.setEnabled(False)
         # TR: Keyboard shortcut for "Info"
         self.view_info_action.setShortcut(QtGui.QKeySequence(_(u"Ctrl+I")))
         self.view_info_action.triggered.connect(self.view_info)
 
-        self.refresh_action = QtGui.QAction(icontheme.lookup('view-refresh', icontheme.ICON_SIZE_MENU), _("&Refresh"), self)
+        self.refresh_action = QtWidgets.QAction(icontheme.lookup('view-refresh', icontheme.ICON_SIZE_MENU), _("&Refresh"), self)
         self.refresh_action.setShortcut(QtGui.QKeySequence(_(u"Ctrl+R")))
         self.refresh_action.triggered.connect(self.refresh)
 
-        self.enable_renaming_action = QtGui.QAction(_(u"&Rename Files"), self)
+        self.enable_renaming_action = QtWidgets.QAction(_(u"&Rename Files"), self)
         self.enable_renaming_action.setCheckable(True)
         self.enable_renaming_action.setChecked(config.setting["rename_files"])
         self.enable_renaming_action.triggered.connect(self.toggle_rename_files)
 
-        self.enable_moving_action = QtGui.QAction(_(u"&Move Files"), self)
+        self.enable_moving_action = QtWidgets.QAction(_(u"&Move Files"), self)
         self.enable_moving_action.setCheckable(True)
         self.enable_moving_action.setChecked(config.setting["move_files"])
         self.enable_moving_action.triggered.connect(self.toggle_move_files)
 
-        self.enable_tag_saving_action = QtGui.QAction(_(u"Save &Tags"), self)
+        self.enable_tag_saving_action = QtWidgets.QAction(_(u"Save &Tags"), self)
         self.enable_tag_saving_action.setCheckable(True)
         self.enable_tag_saving_action.setChecked(not config.setting["dont_write_tags"])
         self.enable_tag_saving_action.triggered.connect(self.toggle_tag_saving)
 
-        self.tags_from_filenames_action = QtGui.QAction(_(u"Tags From &File Names..."), self)
+        self.tags_from_filenames_action = QtWidgets.QAction(_(u"Tags From &File Names..."), self)
         self.tags_from_filenames_action.triggered.connect(self.open_tags_from_filenames)
         self.tags_from_filenames_action.setEnabled(False)
 
-        self.open_collection_in_browser_action = QtGui.QAction(_(u"&Open My Collections in Browser"), self)
+        self.open_collection_in_browser_action = QtWidgets.QAction(_(u"&Open My Collections in Browser"), self)
         self.open_collection_in_browser_action.triggered.connect(self.open_collection_in_browser)
         self.open_collection_in_browser_action.setEnabled(config.setting["username"] != u'')
 
-        self.view_log_action = QtGui.QAction(_(u"View Error/Debug &Log"), self)
+        self.view_log_action = QtWidgets.QAction(_(u"View Error/Debug &Log"), self)
         self.view_log_action.triggered.connect(self.show_log)
 
-        self.view_history_action = QtGui.QAction(_(u"View Activity &History"), self)
+        self.view_history_action = QtWidgets.QAction(_(u"View Activity &History"), self)
         self.view_history_action.triggered.connect(self.show_history)
 
         xmlws_manager = self.tagger.xmlws.manager
         xmlws_manager.authenticationRequired.connect(self.show_password_dialog)
         xmlws_manager.proxyAuthenticationRequired.connect(self.show_proxy_dialog)
 
-        self.play_file_action = QtGui.QAction(icontheme.lookup('play-music'), _(u"Open in &Player"), self)
+        self.play_file_action = QtWidgets.QAction(icontheme.lookup('play-music'), _(u"Open in &Player"), self)
         self.play_file_action.setStatusTip(_(u"Play the file in your default media player"))
         self.play_file_action.setEnabled(False)
         self.play_file_action.triggered.connect(self.play_file)
 
-        self.open_folder_action = QtGui.QAction(icontheme.lookup('folder', icontheme.ICON_SIZE_MENU), _(u"Open Containing &Folder"), self)
+        self.open_folder_action = QtWidgets.QAction(icontheme.lookup('folder', icontheme.ICON_SIZE_MENU), _(u"Open Containing &Folder"), self)
         self.open_folder_action.setStatusTip(_(u"Open the containing folder in your file explorer"))
         self.open_folder_action.setEnabled(False)
         self.open_folder_action.triggered.connect(self.open_folder)
@@ -592,7 +592,7 @@ class MainWindow(QtGui.QMainWindow):
         if getattr(self, 'toolbar', None):
             self.toolbar.clear()
             self.removeToolBar(self.toolbar)
-        self.toolbar = toolbar = QtGui.QToolBar(_(u"Actions"))
+        self.toolbar = toolbar = QtWidgets.QToolBar(_(u"Actions"))
         self.insertToolBar(self.search_toolbar, self.toolbar)
         self.update_toolbar_style()
         toolbar.setObjectName("main_toolbar")
@@ -613,12 +613,12 @@ class MainWindow(QtGui.QMainWindow):
                 add_toolbar_action(self.cd_lookup_action)
                 drives = get_cdrom_drives()
                 if len(drives) > 1:
-                    self.cd_lookup_menu = QtGui.QMenu()
+                    self.cd_lookup_menu = QtWidgets.QMenu()
                     for drive in drives:
                         self.cd_lookup_menu.addAction(drive)
                     self.cd_lookup_menu.triggered.connect(self.tagger.lookup_cd)
                     button = toolbar.widgetForAction(self.cd_lookup_action)
-                    button.setPopupMode(QtGui.QToolButton.MenuButtonPopup)
+                    button.setPopupMode(QtWidgets.QToolButton.MenuButtonPopup)
                     button.setMenu(self.cd_lookup_menu)
             elif action == 'separator':
                 toolbar.addSeparator()
@@ -628,9 +628,9 @@ class MainWindow(QtGui.QMainWindow):
         self.search_toolbar = toolbar = self.addToolBar(_(u"Search"))
         self.search_toolbar_toggle_action = self.search_toolbar.toggleViewAction()
         toolbar.setObjectName("search_toolbar")
-        search_panel = QtGui.QWidget(toolbar)
-        hbox = QtGui.QHBoxLayout(search_panel)
-        self.search_combo = QtGui.QComboBox(search_panel)
+        search_panel = QtWidgets.QWidget(toolbar)
+        hbox = QtWidgets.QHBoxLayout(search_panel)
+        self.search_combo = QtWidgets.QComboBox(search_panel)
         self.search_combo.addItem(_(u"Album"), "album")
         self.search_combo.addItem(_(u"Artist"), "artist")
         self.search_combo.addItem(_(u"Track"), "track")
@@ -639,7 +639,7 @@ class MainWindow(QtGui.QMainWindow):
         self.search_edit.returnPressed.connect(self.trigger_search_action)
         self.search_edit.textChanged.connect(self.enable_search)
         hbox.addWidget(self.search_edit, 0)
-        self.search_button = QtGui.QToolButton(search_panel)
+        self.search_button = QtWidgets.QToolButton(search_panel)
         self.search_button.setAutoRaise(True)
         self.search_button.setDefaultAction(self.search_action)
         self.search_button.setIconSize(QtCore.QSize(22, 22))
@@ -713,7 +713,7 @@ class MainWindow(QtGui.QMainWindow):
         formats.sort()
         extensions.sort()
         formats.insert(0, _("All Supported Formats") + " (%s)" % " ".join(extensions))
-        files = QtGui.QFileDialog.getOpenFileNames(self, "", current_directory, u";;".join(formats))
+        files, _filter = QtWidgets.QFileDialog.getOpenFileNames(self, "", current_directory, u";;".join(formats))
         if files:
             files = map(unicode, files)
             config.persist["current_directory"] = os.path.dirname(files[0])
@@ -725,12 +725,12 @@ class MainWindow(QtGui.QMainWindow):
 
         dir_list = []
         if not config.setting["toolbar_multiselect"]:
-            directory = QtGui.QFileDialog.getExistingDirectory(self, "", current_directory)
+            directory = QtWidgets.QFileDialog.getExistingDirectory(self, "", current_directory)
             if directory:
                 dir_list.append(directory)
         else:
             file_dialog = MultiDirsSelectDialog(self, "", current_directory)
-            if file_dialog.exec_() == QtGui.QDialog.Accepted:
+            if file_dialog.exec_() == QtWidgets.QDialog.Accepted:
                 dir_list = file_dialog.selectedFiles()
 
         dir_count = len(dir_list)
@@ -816,12 +816,12 @@ class MainWindow(QtGui.QMainWindow):
             QtGui.QDesktopServices.openUrl(self._openUrl(folder))
 
     def show_analyze_settings_info(self):
-        ret = QtGui.QMessageBox.question(self,
+        ret = QtWidgets.QMessageBox.question(self,
             _(u"Configuration Required"),
             _(u"Audio fingerprinting is not yet configured. Would you like to configure it now?"),
-            QtGui.QMessageBox.Yes | QtGui.QMessageBox.No,
-            QtGui.QMessageBox.Yes)
-        return ret == QtGui.QMessageBox.Yes
+            QtWidgets.QMessageBox.Yes | QtWidgets.QMessageBox.No,
+            QtWidgets.QMessageBox.Yes)
+        return ret == QtWidgets.QMessageBox.Yes
 
     def show_more_tracks(self):
         obj = self.selected_objects[0]
@@ -996,12 +996,12 @@ class MainWindow(QtGui.QMainWindow):
 
     def show_password_dialog(self, reply, authenticator):
         if reply.url().host() == config.setting['server_host']:
-            ret = QtGui.QMessageBox.question(self,
+            ret = QtWidgets.QMessageBox.question(self,
                 _(u"Authentication Required"),
                 _(u"Picard needs authorization to access your personal data on the MusicBrainz server. Would you like to log in now?"),
-                QtGui.QMessageBox.Yes | QtGui.QMessageBox.No,
-                QtGui.QMessageBox.Yes)
-            if ret == QtGui.QMessageBox.Yes:
+                QtWidgets.QMessageBox.Yes | QtWidgets.QMessageBox.No,
+                QtWidgets.QMessageBox.Yes)
+            if ret == QtWidgets.QMessageBox.Yes:
                 pass
         else:
             dialog = PasswordDialog(authenticator, reply, parent=self)
diff --git a/picard/ui/metadatabox.py b/picard/ui/metadatabox.py
index 0caf9c915..0cd81fb40 100644
--- a/picard/ui/metadatabox.py
+++ b/picard/ui/metadatabox.py
@@ -18,7 +18,7 @@
 # along with this program; if not, write to the Free Software
 # Foundation, Inc., 51 Franklin Street, Fifth Floor, Boston, MA 02110-1301, USA.
 
-from PyQt4 import QtCore, QtGui
+from PyQt5 import QtCore, QtGui, QtWidgets
 from collections import defaultdict
 from functools import partial
 from picard import config
@@ -142,7 +142,7 @@ class TagDiff(object):
         return TagStatus.NoChange
 
 
-class MetadataBox(QtGui.QTableWidget):
+class MetadataBox(QtWidgets.QTableWidget):
 
     options = (
         config.Option("persist", "metadatabox_header_state", QtCore.QByteArray()),
@@ -150,19 +150,19 @@ class MetadataBox(QtGui.QTableWidget):
     )
 
     def __init__(self, parent):
-        QtGui.QTableWidget.__init__(self, parent)
+        QtWidgets.QTableWidget.__init__(self, parent)
         self.parent = parent
         self.setAccessibleName(_("metadata view"))
         self.setAccessibleDescription(_("Displays original and new tags for the selected files"))
         self.setColumnCount(3)
         self.setHorizontalHeaderLabels((_("Tag"), _("Original Value"), _("New Value")))
         self.horizontalHeader().setStretchLastSection(True)
-        self.horizontalHeader().setResizeMode(QtGui.QHeaderView.Stretch)
-        self.horizontalHeader().setClickable(False)
+        self.horizontalHeader().setSectionResizeMode(QtWidgets.QHeaderView.Stretch)
+        self.horizontalHeader().setSectionsClickable(False)
         self.verticalHeader().setDefaultSectionSize(21)
         self.verticalHeader().setVisible(False)
-        self.setHorizontalScrollMode(QtGui.QAbstractItemView.ScrollPerPixel)
-        self.setSelectionMode(QtGui.QAbstractItemView.ExtendedSelection)
+        self.setHorizontalScrollMode(QtWidgets.QAbstractItemView.ScrollPerPixel)
+        self.setSelectionMode(QtWidgets.QAbstractItemView.ExtendedSelection)
         self.setTabKeyNavigation(False)
         self.setStyleSheet("QTableWidget {border: none;}")
         self.setAttribute(QtCore.Qt.WA_MacShowFocusRect, 1)
@@ -179,20 +179,20 @@ class MetadataBox(QtGui.QTableWidget):
         self.selection_dirty = False
         self.editing = None  # the QTableWidgetItem being edited
         self.clipboard = [""]
-        self.add_tag_action = QtGui.QAction(_(u"Add New Tag..."), parent)
+        self.add_tag_action = QtWidgets.QAction(_(u"Add New Tag..."), parent)
         self.add_tag_action.triggered.connect(partial(self.edit_tag, ""))
-        self.changes_first_action = QtGui.QAction(_(u"Show Changes First"), parent)
+        self.changes_first_action = QtWidgets.QAction(_(u"Show Changes First"), parent)
         self.changes_first_action.setCheckable(True)
         self.changes_first_action.setChecked(config.persist["show_changes_first"])
         self.changes_first_action.toggled.connect(self.toggle_changes_first)
         self.browser_integration = BrowserIntegration()
         # TR: Keyboard shortcut for "Add New Tag..."
-        self.add_tag_shortcut = QtGui.QShortcut(QtGui.QKeySequence(_("Alt+Shift+A")), self, partial(self.edit_tag, ""))
+        self.add_tag_shortcut = QtWidgets.QShortcut(QtGui.QKeySequence(_("Alt+Shift+A")), self, partial(self.edit_tag, ""))
         self.add_tag_action.setShortcut(self.add_tag_shortcut.key())
         # TR: Keyboard shortcut for "Edit..." (tag)
-        self.edit_tag_shortcut = QtGui.QShortcut(QtGui.QKeySequence(_("Alt+Shift+E")), self, partial(self.edit_selected_tag))
+        self.edit_tag_shortcut = QtWidgets.QShortcut(QtGui.QKeySequence(_("Alt+Shift+E")), self, partial(self.edit_selected_tag))
         # TR: Keyboard shortcut for "Remove" (tag)
-        self.remove_tag_shortcut = QtGui.QShortcut(QtGui.QKeySequence(_("Alt+Shift+R")), self, self.remove_selected_tags)
+        self.remove_tag_shortcut = QtWidgets.QShortcut(QtGui.QKeySequence(_("Alt+Shift+R")), self, self.remove_selected_tags)
 
     def get_file_lookup(self):
         """Return a FileLookup object."""
@@ -225,9 +225,9 @@ class MetadataBox(QtGui.QTableWidget):
             return False
         item = self.itemFromIndex(index)
         if item.flags() & QtCore.Qt.ItemIsEditable and \
-           trigger in (QtGui.QAbstractItemView.DoubleClicked,
-                       QtGui.QAbstractItemView.EditKeyPressed,
-                       QtGui.QAbstractItemView.AnyKeyPressed):
+           trigger in (QtWidgets.QAbstractItemView.DoubleClicked,
+                       QtWidgets.QAbstractItemView.EditKeyPressed,
+                       QtWidgets.QAbstractItemView.AnyKeyPressed):
             tag = self.tag_diff.tag_names[item.row()]
             values = self.tag_diff.new[tag]
             if len(values) > 1:
@@ -236,7 +236,7 @@ class MetadataBox(QtGui.QTableWidget):
             else:
                 self.editing = item
                 item.setText(values[0])
-                return QtGui.QTableWidget.edit(self, index, trigger, event)
+                return QtWidgets.QTableWidget.edit(self, index, trigger, event)
         return False
 
     def event(self, e):
@@ -251,10 +251,10 @@ class MetadataBox(QtGui.QTableWidget):
                     self.clipboard = list(self.tag_diff.new[tag])
             elif e.key() == QtCore.Qt.Key_V and column == 2 and tag != "~length":
                 self.set_tag_values(tag, list(self.clipboard))
-        return QtGui.QTableWidget.event(self, e)
+        return QtWidgets.QTableWidget.event(self, e)
 
     def closeEditor(self, editor, hint):
-        QtGui.QTableWidget.closeEditor(self, editor, hint)
+        QtWidgets.QTableWidget.closeEditor(self, editor, hint)
         tag = self.tag_diff.tag_names[self.editing.row()]
         old = self.tag_diff.new[tag]
         new = [unicode(editor.text())]
@@ -266,12 +266,12 @@ class MetadataBox(QtGui.QTableWidget):
         self.update()
 
     def contextMenuEvent(self, event):
-        menu = QtGui.QMenu(self)
+        menu = QtWidgets.QMenu(self)
         if self.objects:
             tags = self.selected_tags(discard=('~length'))
             if len(tags) == 1:
                 selected_tag = tags[0]
-                edit_tag_action = QtGui.QAction(_(u"Edit..."), self.parent)
+                edit_tag_action = QtWidgets.QAction(_(u"Edit..."), self.parent)
                 edit_tag_action.triggered.connect(partial(self.edit_tag, selected_tag))
                 edit_tag_action.setShortcut(self.edit_tag_shortcut.key())
                 menu.addAction(edit_tag_action)
@@ -279,11 +279,11 @@ class MetadataBox(QtGui.QTableWidget):
                                   map(lambda x: x.strip(), config.setting['preserved_tags'].split(','))
                                   if tag != ""]
                 if selected_tag not in preserved_tags:
-                    add_to_preserved_tags_action = QtGui.QAction(_(u"Add to 'Preserve Tags' List"), self.parent)
+                    add_to_preserved_tags_action = QtWidgets.QAction(_(u"Add to 'Preserve Tags' List"), self.parent)
                     add_to_preserved_tags_action.triggered.connect(partial(self.add_to_preserved_tags, selected_tag, preserved_tags))
                     menu.addAction(add_to_preserved_tags_action)
                 else:
-                    remove_from_preserved_tags_action = QtGui.QAction(_(u"Remove from 'Preserve Tags' List"), self.parent)
+                    remove_from_preserved_tags_action = QtWidgets.QAction(_(u"Remove from 'Preserve Tags' List"), self.parent)
                     remove_from_preserved_tags_action.triggered.connect(partial(self.remove_from_preserved_tags, selected_tag, preserved_tags))
                     menu.addAction(remove_from_preserved_tags_action)
             removals = []
@@ -297,7 +297,7 @@ class MetadataBox(QtGui.QTableWidget):
                             values = self.tag_diff.orig[tag]
                         else:
                             values = self.tag_diff.new[tag]
-                        lookup_action = QtGui.QAction(_(u"Lookup in &Browser"), self.parent)
+                        lookup_action = QtWidgets.QAction(_(u"Lookup in &Browser"), self.parent)
                         lookup_action.triggered.connect(partial(self.open_link, values, tag))
                         menu.addAction(lookup_action)
                 if self.tag_is_removable(tag):
@@ -311,13 +311,13 @@ class MetadataBox(QtGui.QTableWidget):
                         orig_values = list(file.orig_metadata.getall(tag)) or [""]
                         useorigs.append(partial(self.set_tag_values, tag, orig_values, objects))
             if removals:
-                remove_tag_action = QtGui.QAction(_(u"Remove"), self.parent)
+                remove_tag_action = QtWidgets.QAction(_(u"Remove"), self.parent)
                 remove_tag_action.triggered.connect(lambda: [f() for f in removals])
                 remove_tag_action.setShortcut(self.remove_tag_shortcut.key())
                 menu.addAction(remove_tag_action)
             if useorigs:
                 name = ungettext("Use Original Value", "Use Original Values", len(useorigs))
-                use_orig_value_action = QtGui.QAction(name, self.parent)
+                use_orig_value_action = QtWidgets.QAction(name, self.parent)
                 use_orig_value_action.triggered.connect(lambda: [f() for f in useorigs])
                 menu.addAction(use_orig_value_action)
                 menu.addSeparator()
@@ -512,18 +512,18 @@ class MetadataBox(QtGui.QTableWidget):
             orig_item = self.item(i, 1)
             new_item = self.item(i, 2)
             if not tag_item:
-                tag_item = QtGui.QTableWidgetItem()
+                tag_item = QtWidgets.QTableWidgetItem()
                 tag_item.setFlags(orig_flags)
                 font = tag_item.font()
                 font.setBold(True)
                 tag_item.setFont(font)
                 self.setItem(i, 0, tag_item)
             if not orig_item:
-                orig_item = QtGui.QTableWidgetItem()
+                orig_item = QtWidgets.QTableWidgetItem()
                 orig_item.setFlags(orig_flags)
                 self.setItem(i, 1, orig_item)
             if not new_item:
-                new_item = QtGui.QTableWidgetItem()
+                new_item = QtWidgets.QTableWidgetItem()
                 self.setItem(i, 2, new_item)
             tag_item.setText(display_tag_name(name))
             self.set_item_value(orig_item, self.tag_diff.orig, name)
@@ -554,7 +554,7 @@ class MetadataBox(QtGui.QTableWidget):
         state = config.persist["metadatabox_header_state"]
         header = self.horizontalHeader()
         header.restoreState(state)
-        header.setResizeMode(QtGui.QHeaderView.Interactive)
+        header.setSectionResizeMode(QtWidgets.QHeaderView.Interactive)
 
     def save_state(self):
         header = self.horizontalHeader()
diff --git a/picard/ui/options/__init__.py b/picard/ui/options/__init__.py
index 40123f70b..05e5f8c78 100644
--- a/picard/ui/options/__init__.py
+++ b/picard/ui/options/__init__.py
@@ -18,7 +18,7 @@
 # Foundation, Inc., 51 Franklin Street, Fifth Floor, Boston, MA 02110-1301, USA.
 
 import re
-from PyQt4 import QtGui
+from PyQt5 import QtWidgets
 from picard import config
 from picard.plugin import ExtensionPoint
 
@@ -30,7 +30,7 @@ class OptionsCheckError(Exception):
         self.info = info
 
 
-class OptionsPage(QtGui.QWidget):
+class OptionsPage(QtWidgets.QWidget):
 
     PARENT = None
     SORT_ORDER = 1000
@@ -65,7 +65,7 @@ class OptionsPage(QtGui.QWidget):
             config.setting[key] = old_options[key]
 
     def display_error(self, error):
-        dialog = QtGui.QMessageBox(QtGui.QMessageBox.Warning, error.title, error.info, QtGui.QMessageBox.Ok, self)
+        dialog = QtWidgets.QMessageBox(QtWidgets.QMessageBox.Warning, error.title, error.info, QtWidgets.QMessageBox.Ok, self)
         dialog.exec_()
 
     def init_regex_checker(self, regex_edit, regex_error):
diff --git a/picard/ui/options/advanced.py b/picard/ui/options/advanced.py
index ef1cc5de9..7a8f127fa 100644
--- a/picard/ui/options/advanced.py
+++ b/picard/ui/options/advanced.py
@@ -17,7 +17,7 @@
 # along with this program; if not, write to the Free Software
 # Foundation, Inc., 51 Franklin Street, Fifth Floor, Boston, MA 02110-1301, USA.
 
-from PyQt4.QtGui import QPalette, QColor
+from PyQt5.QtGui import QPalette, QColor
 
 from picard import config
 from picard.ui.options import OptionsPage, register_options_page
diff --git a/picard/ui/options/cover.py b/picard/ui/options/cover.py
index ea071a3a4..13ebedd9c 100644
--- a/picard/ui/options/cover.py
+++ b/picard/ui/options/cover.py
@@ -17,7 +17,7 @@
 # along with this program; if not, write to the Free Software
 # Foundation, Inc., 51 Franklin Street, Fifth Floor, Boston, MA 02110-1301, USA.
 
-from PyQt4 import QtCore, QtGui
+from PyQt5 import QtCore, QtWidgets
 from picard import config
 from picard.ui.options import OptionsPage, register_options_page
 from picard.ui.ui_options_cover import Ui_CoverOptionsPage
diff --git a/picard/ui/options/dialog.py b/picard/ui/options/dialog.py
index db2b7418d..3bc60d5a4 100644
--- a/picard/ui/options/dialog.py
+++ b/picard/ui/options/dialog.py
@@ -17,7 +17,7 @@
 # along with this program; if not, write to the Free Software
 # Foundation, Inc., 51 Franklin Street, Fifth Floor, Boston, MA 02110-1301, USA.
 
-from PyQt4 import QtCore, QtGui
+from PyQt5 import QtCore, QtWidgets
 from picard import config
 from picard.util import webbrowser2
 from picard.ui import PicardDialog
@@ -57,7 +57,7 @@ class OptionsDialog(PicardDialog):
         pages = [(p.SORT_ORDER, p.NAME, p) for p in self.pages if p.PARENT == parent]
         items = []
         for foo, bar, page in sorted(pages):
-            item = QtGui.QTreeWidgetItem(parent_item)
+            item = QtWidgets.QTreeWidgetItem(parent_item)
             item.setText(0, _(page.TITLE))
             if page.ACTIVE:
                 self.item_to_page[item] = page
@@ -79,18 +79,19 @@ class OptionsDialog(PicardDialog):
         self.ui = Ui_Dialog()
         self.ui.setupUi(self)
 
-        self.ui.reset_all_button = QtGui.QPushButton(_("&Restore all Defaults"))
+        self.ui.reset_all_button = QtWidgets.QPushButton(_("&Restore all Defaults"))
         self.ui.reset_all_button.setToolTip(_("Reset all of Picard's settings"))
-        self.ui.reset_button = QtGui.QPushButton(_("Restore &Defaults"))
+        self.ui.reset_button = QtWidgets.QPushButton(_("Restore &Defaults"))
         self.ui.reset_button.setToolTip(_("Reset all settings for current option page"))
 
         ok = StandardButton(StandardButton.OK)
         ok.setText(_("Make It So!"))
-        self.ui.buttonbox.addButton(ok, QtGui.QDialogButtonBox.AcceptRole)
-        self.ui.buttonbox.addButton(StandardButton(StandardButton.CANCEL), QtGui.QDialogButtonBox.RejectRole)
-        self.ui.buttonbox.addButton(StandardButton(StandardButton.HELP), QtGui.QDialogButtonBox.HelpRole)
-        self.ui.buttonbox.addButton(self.ui.reset_all_button, QtGui.QDialogButtonBox.ActionRole)
-        self.ui.buttonbox.addButton(self.ui.reset_button, QtGui.QDialogButtonBox.ActionRole)
+        self.ui.buttonbox.addButton(ok, QtWidgets.QDialogButtonBox.AcceptRole)
+        self.ui.buttonbox.addButton(StandardButton(StandardButton.OK), QtWidgets.QDialogButtonBox.AcceptRole)
+        self.ui.buttonbox.addButton(StandardButton(StandardButton.CANCEL), QtWidgets.QDialogButtonBox.RejectRole)
+        self.ui.buttonbox.addButton(StandardButton(StandardButton.HELP), QtWidgets.QDialogButtonBox.HelpRole)
+        self.ui.buttonbox.addButton(self.ui.reset_all_button, QtWidgets.QDialogButtonBox.ActionRole)
+        self.ui.buttonbox.addButton(self.ui.reset_button, QtWidgets.QDialogButtonBox.ActionRole)
 
         self.ui.buttonbox.accepted.connect(self.accept)
         self.ui.buttonbox.rejected.connect(self.reject)
@@ -143,7 +144,7 @@ class OptionsDialog(PicardDialog):
         for page in self.pages:
             page.save()
         self.saveWindowState()
-        QtGui.QDialog.accept(self)
+        QtWidgets.QDialog.accept(self)
 
     def closeEvent(self, event):
         self.saveWindowState()
@@ -179,11 +180,11 @@ class OptionsDialog(PicardDialog):
         self._show_dialog(msg, self.restore_all_defaults)
 
     def _show_dialog(self, msg, function):
-        message_box = QtGui.QMessageBox()
-        message_box.setIcon(QtGui.QMessageBox.Warning)
+        message_box = QtWidgets.QMessageBox()
+        message_box.setIcon(QtWidgets.QMessageBox.Warning)
         message_box.setWindowModality(QtCore.Qt.WindowModal)
         message_box.setWindowTitle(_("Confirm Reset"))
         message_box.setText(_("Are you sure?") + "\n\n" + msg)
-        message_box.setStandardButtons(QtGui.QMessageBox.Yes | QtGui.QMessageBox.No)
-        if message_box.exec_() == QtGui.QMessageBox.Yes:
+        message_box.setStandardButtons(QtWidgets.QMessageBox.Yes | QtWidgets.QMessageBox.No)
+        if message_box.exec_() == QtWidgets.QMessageBox.Yes:
             function()
diff --git a/picard/ui/options/fingerprinting.py b/picard/ui/options/fingerprinting.py
index 7e7a47608..6bb059129 100644
--- a/picard/ui/options/fingerprinting.py
+++ b/picard/ui/options/fingerprinting.py
@@ -18,7 +18,7 @@
 # Foundation, Inc., 51 Franklin Street, Fifth Floor, Boston, MA 02110-1301, USA.
 
 import os
-from PyQt4 import QtGui, QtCore
+from PyQt5 import QtCore, QtWidgets
 from picard import config
 from picard.util import webbrowser2, find_executable
 from picard.const import FPCALC_NAMES
@@ -84,7 +84,7 @@ class FingerprintingOptionsPage(OptionsPage):
         self._acoustid_fpcalc_check()
 
     def acoustid_fpcalc_browse(self):
-        path = QtGui.QFileDialog.getOpenFileName(self, "", self.ui.acoustid_fpcalc.text())
+        path, _filter = QtWidgets.QFileDialog.getOpenFileName(self, "", self.ui.acoustid_fpcalc.text())
         if path:
             path = os.path.normpath(unicode(path))
             self.ui.acoustid_fpcalc.setText(path)
diff --git a/picard/ui/options/general.py b/picard/ui/options/general.py
index 2978d6708..86c380a13 100644
--- a/picard/ui/options/general.py
+++ b/picard/ui/options/general.py
@@ -17,8 +17,8 @@
 # along with this program; if not, write to the Free Software
 # Foundation, Inc., 51 Franklin Street, Fifth Floor, Boston, MA 02110-1301, USA.
 
-from PyQt4.QtGui import QInputDialog
-from PyQt4.QtCore import QUrl
+from PyQt5.QtWidgets import QInputDialog
+from PyQt5.QtCore import QUrl
 from picard import config, log
 from picard.util import webbrowser2
 from picard.ui.options import OptionsPage, register_options_page
diff --git a/picard/ui/options/interface.py b/picard/ui/options/interface.py
index 13ae2c530..af0f41646 100644
--- a/picard/ui/options/interface.py
+++ b/picard/ui/options/interface.py
@@ -19,8 +19,8 @@
 
 import os.path
 from functools import partial
-from PyQt4 import QtCore, QtGui
-from picard import config, log
+from PyQt5 import QtCore, QtWidgets
+from picard import config
 from picard.util import icontheme
 from picard.ui.options import OptionsPage, register_options_page
 from picard.ui.ui_options_interface import Ui_InterfaceOptionsPage
@@ -151,7 +151,7 @@ class InterfaceOptionsPage(OptionsPage):
         self.ui.up_button.clicked.connect(partial(self.move_item, 1))
         self.ui.down_button.clicked.connect(partial(self.move_item, -1))
         self.ui.toolbar_layout_list.currentRowChanged.connect(self.update_buttons)
-        self.ui.toolbar_layout_list.setDragDropMode(QtGui.QAbstractItemView.DragDrop)
+        self.ui.toolbar_layout_list.setDragDropMode(QtWidgets.QAbstractItemView.DragDrop)
         self.ui.toolbar_layout_list.setDefaultDropAction(QtCore.Qt.MoveAction)
 
     def load(self):
@@ -178,11 +178,11 @@ class InterfaceOptionsPage(OptionsPage):
         new_language = self.ui.ui_language.itemData(self.ui.ui_language.currentIndex())
         if new_language != config.setting["ui_language"]:
             config.setting["ui_language"] = self.ui.ui_language.itemData(self.ui.ui_language.currentIndex())
-            dialog = QtGui.QMessageBox(
-                QtGui.QMessageBox.Information,
+            dialog = QtWidgets.QMessageBox(
+                QtWidgets.QMessageBox.Information,
                 _('Language changed'),
                 _('You have changed the interface language. You have to restart Picard in order for the change to take effect.'),
-                QtGui.QMessageBox.Ok,
+                QtWidgets.QMessageBox.Ok,
                 self)
             dialog.exec_()
         config.setting["starting_directory"] = self.ui.starting_directory.isChecked()
@@ -195,7 +195,7 @@ class InterfaceOptionsPage(OptionsPage):
 
     def starting_directory_browse(self):
         item = self.ui.starting_directory_path
-        path = QtGui.QFileDialog.getExistingDirectory(self, "", item.text())
+        path = QtWidgets.QFileDialog.getExistingDirectory(self, "", item.text())
         if path:
             path = os.path.normpath(unicode(path))
             item.setText(path)
@@ -271,34 +271,34 @@ class InterfaceOptionsPage(OptionsPage):
 
     def _update_toolbar(self):
         widget = self.parent()
-        while not isinstance(widget, QtGui.QMainWindow):
+        while not isinstance(widget, QtWidgets.QMainWindow):
             widget = widget.parent()
         # Call the main window's create toolbar method
         widget.create_action_toolbar()
         widget.set_tab_order()
 
 
-class ToolbarListItem(QtGui.QListWidgetItem):
+class ToolbarListItem(QtWidgets.QListWidgetItem):
     def __init__(self, action_name, *args, **kwargs):
         super(ToolbarListItem, self).__init__(*args, **kwargs)
         self.action_name = action_name
 
 
-class AddActionDialog(QtGui.QDialog):
+class AddActionDialog(QtWidgets.QDialog):
     def __init__(self, action_list, *args, **kwargs):
         super(AddActionDialog, self).__init__(*args, **kwargs)
 
-        layout = QtGui.QVBoxLayout(self)
+        layout = QtWidgets.QVBoxLayout(self)
 
         self.action_list = sorted([[_(self.parent().TOOLBAR_BUTTONS[action]['label']), action]
                                   for action in action_list])
 
-        self.combo_box = QtGui.QComboBox(self)
+        self.combo_box = QtWidgets.QComboBox(self)
         self.combo_box.addItems([label for label, action in self.action_list])
         layout.addWidget(self.combo_box)
 
-        buttons = QtGui.QDialogButtonBox(
-            QtGui.QDialogButtonBox.Ok | QtGui.QDialogButtonBox.Cancel,
+        buttons = QtWidgets.QDialogButtonBox(
+            QtWidgets.QDialogButtonBox.Ok | QtWidgets.QDialogButtonBox.Cancel,
             QtCore.Qt.Horizontal, self)
         buttons.accepted.connect(self.accept)
         buttons.rejected.connect(self.reject)
@@ -312,7 +312,7 @@ class AddActionDialog(QtGui.QDialog):
         dialog = AddActionDialog(action_list, parent)
         result = dialog.exec_()
         selected_action = dialog.selected_action()
-        return (selected_action, result == QtGui.QDialog.Accepted)
+        return (selected_action, result == QtWidgets.QDialog.Accepted)
 
 
 register_options_page(InterfaceOptionsPage)
diff --git a/picard/ui/options/network.py b/picard/ui/options/network.py
index c5f88efd8..64bc84344 100644
--- a/picard/ui/options/network.py
+++ b/picard/ui/options/network.py
@@ -17,7 +17,7 @@
 # along with this program; if not, write to the Free Software
 # Foundation, Inc., 51 Franklin Street, Fifth Floor, Boston, MA 02110-1301, USA.
 
-from PyQt4 import QtCore
+from PyQt5 import QtCore
 from picard import config
 from picard.ui.options import OptionsPage, register_options_page
 from picard.ui.ui_options_network import Ui_NetworkOptionsPage
@@ -57,9 +57,7 @@ class NetworkOptionsPage(OptionsPage):
         self.ui.browser_integration_port.setValue(config.setting["browser_integration_port"])
         self.ui.browser_integration_localhost_only.setChecked(
             config.setting["browser_integration_localhost_only"])
-        QtCore.QObject.connect(self.ui.browser_integration_port,
-                               QtCore.SIGNAL('valueChanged(int)'),
-                               self.change_browser_integration_port)
+        self.ui.browser_integration_port.valueChanged.connect(self.change_browser_integration_port)
 
     def save(self):
         config.setting["use_proxy"] = self.ui.web_proxy.isChecked()
@@ -81,7 +79,7 @@ class NetworkOptionsPage(OptionsPage):
             self.tagger.browser_integration.stop()
 
     def change_browser_integration_port(self, port):
-        config.setting["browser_integration_port"] = self.ui.browser_integration_port.value()
+        config.setting["browser_integration_port"] = port
 
 
 register_options_page(NetworkOptionsPage)
diff --git a/picard/ui/options/plugins.py b/picard/ui/options/plugins.py
index 1e5c160ee..e73b3944b 100644
--- a/picard/ui/options/plugins.py
+++ b/picard/ui/options/plugins.py
@@ -23,7 +23,7 @@
 import os.path
 import sys
 from functools import partial
-from PyQt4 import QtCore, QtGui
+from PyQt5 import QtCore, QtGui, QtWidgets
 from picard import config, log
 from picard.const import (
     USER_PLUGIN_DIR,
@@ -37,7 +37,7 @@ def cmp_plugins(a, b):
     return cmp(a.name, b.name)
 
 
-class PluginTreeWidgetItem(QtGui.QTreeWidgetItem):
+class PluginTreeWidgetItem(QtWidgets.QTreeWidgetItem):
 
     def __lt__(self, other):
         if (not isinstance(other, PluginTreeWidgetItem)):
@@ -98,8 +98,8 @@ class PluginsOptionsPage(OptionsPage):
         self.tagger.pluginmanager.plugin_installed.connect(self.plugin_installed)
         self.tagger.pluginmanager.plugin_updated.connect(self.plugin_updated)
         self.ui.plugins.header().setStretchLastSection(False)
-        self.ui.plugins.header().setResizeMode(0, QtGui.QHeaderView.Stretch)
-        self.ui.plugins.header().setResizeMode(1, QtGui.QHeaderView.Stretch)
+        self.ui.plugins.header().setSectionResizeMode(0, QtWidgets.QHeaderView.Stretch)
+        self.ui.plugins.header().setSectionResizeMode(1, QtWidgets.QHeaderView.Stretch)
         self.ui.plugins.header().resizeSection(2, 100)
         self.ui.plugins.setSortingEnabled(True)
 
@@ -194,10 +194,10 @@ class PluginsOptionsPage(OptionsPage):
 
     def plugin_installed(self, plugin):
         if not plugin.compatible:
-            msgbox = QtGui.QMessageBox(self)
+            msgbox = QtWidgets.QMessageBox(self)
             msgbox.setText(_(u"The plugin '%s' is not compatible with this version of Picard.") % plugin.name)
-            msgbox.setStandardButtons(QtGui.QMessageBox.Ok)
-            msgbox.setDefaultButton(QtGui.QMessageBox.Ok)
+            msgbox.setStandardButtons(QtWidgets.QMessageBox.Ok)
+            msgbox.setDefaultButton(QtWidgets.QMessageBox.Ok)
             msgbox.exec_()
             return
         plugin.new_version = ""
@@ -257,7 +257,7 @@ class PluginsOptionsPage(OptionsPage):
             item.setFlags(item.flags() ^ QtCore.Qt.ItemIsUserCheckable)
 
         if label is not None:
-            button = QtGui.QPushButton(label)
+            button = QtWidgets.QPushButton(label)
             button.setMaximumHeight(button.fontMetrics().boundingRect(label).height() + 7)
             self.ui.plugins.setItemWidget(item, 2, button)
 
@@ -271,10 +271,10 @@ class PluginsOptionsPage(OptionsPage):
                 label = _("Updated")
             else:
                 label = _("Installed")
-            self.ui.plugins.setItemWidget(item, 2, QtGui.QLabel(label))
+            self.ui.plugins.setItemWidget(item, 2, QtWidgets.QLabel(label))
         item.setSortData(2, label)
 
-        self.ui.plugins.header().resizeSections(QtGui.QHeaderView.ResizeToContents)
+        self.ui.plugins.header().resizeSections(QtWidgets.QHeaderView.ResizeToContents)
         self.items[item] = plugin
         return item
 
@@ -309,9 +309,12 @@ class PluginsOptionsPage(OptionsPage):
         self.ui.details.setText("<p>%s</p>" % "<br/>\n".join(text))
 
     def open_plugins(self):
-        files = QtGui.QFileDialog.getOpenFileNames(self, "",
-                                                   QtCore.QDir.homePath(),
-                                                   "Picard plugin (*.py *.pyc *.zip)")
+        files = QtWidgets.QFileDialog.getOpenFileNames(
+            self,
+            "",
+            QtCore.QDir.homePath(),
+            "Picard plugin (*.py *.pyc *.zip)"
+        )
         if files:
             files = map(unicode, files)
             for path in files:
@@ -334,11 +337,11 @@ class PluginsOptionsPage(OptionsPage):
 
     def download_handler(self, response, reply, error, plugin):
         if error:
-            msgbox = QtGui.QMessageBox(self)
+            msgbox = QtWidgets.QMessageBox(self)
             msgbox.setText(_(u"The plugin '%s' could not be downloaded.") % plugin.module_name)
             msgbox.setInformativeText(_("Please try again later."))
-            msgbox.setStandardButtons(QtGui.QMessageBox.Ok)
-            msgbox.setDefaultButton(QtGui.QMessageBox.Ok)
+            msgbox.setStandardButtons(QtWidgets.QMessageBox.Ok)
+            msgbox.setDefaultButton(QtWidgets.QMessageBox.Ok)
             msgbox.exec_()
             log.error("Error occurred while trying to download the plugin: '%s'" % plugin.module_name)
             return
diff --git a/picard/ui/options/releases.py b/picard/ui/options/releases.py
index e03dfec04..d6da0968d 100644
--- a/picard/ui/options/releases.py
+++ b/picard/ui/options/releases.py
@@ -19,7 +19,7 @@
 
 from operator import itemgetter
 from locale import strcoll
-from PyQt4 import QtCore, QtGui
+from PyQt5 import QtCore, QtWidgets
 from picard import config
 from picard.ui.options import OptionsPage, register_options_page
 from picard.ui.ui_options_releases import Ui_ReleasesOptionsPage
@@ -40,10 +40,10 @@ class ReleaseTypeScore:
         row, column = cell  # it uses 2 cells (r,c and r,c+1)
         self.group = group
         self.layout = layout
-        self.label = QtGui.QLabel(self.group)
+        self.label = QtWidgets.QLabel(self.group)
         self.label.setText(label)
         self.layout.addWidget(self.label, row, column, 1, 1)
-        self.slider = QtGui.QSlider(self.group)
+        self.slider = QtWidgets.QSlider(self.group)
         self.slider.setMaximum(100)
         self.slider.setOrientation(QtCore.Qt.Horizontal)
         self.layout.addWidget(self.slider, row, column + 1, 1, 1)
@@ -117,9 +117,9 @@ class ReleasesOptionsPage(OptionsPage):
         for name in RELEASE_SECONDARY_GROUPS:
             add_slider(name, griditer, context=u'release_group_secondary_type')
 
-        self.reset_preferred_types_btn = QtGui.QPushButton(self.ui.type_group)
+        self.reset_preferred_types_btn = QtWidgets.QPushButton(self.ui.type_group)
         self.reset_preferred_types_btn.setText(_("Reset all"))
-        sizePolicy = QtGui.QSizePolicy(QtGui.QSizePolicy.Minimum, QtGui.QSizePolicy.Fixed)
+        sizePolicy = QtWidgets.QSizePolicy(QtWidgets.QSizePolicy.Minimum, QtWidgets.QSizePolicy.Fixed)
         sizePolicy.setHorizontalStretch(0)
         sizePolicy.setVerticalStretch(0)
         sizePolicy.setHeightForWidth(self.reset_preferred_types_btn.sizePolicy().hasHeightForWidth())
@@ -132,10 +132,10 @@ class ReleasesOptionsPage(OptionsPage):
         self.ui.remove_countries.clicked.connect(self.remove_preferred_countries)
         self.ui.add_formats.clicked.connect(self.add_preferred_formats)
         self.ui.remove_formats.clicked.connect(self.remove_preferred_formats)
-        self.ui.country_list.setSelectionMode(QtGui.QAbstractItemView.ExtendedSelection)
-        self.ui.preferred_country_list.setSelectionMode(QtGui.QAbstractItemView.ExtendedSelection)
-        self.ui.format_list.setSelectionMode(QtGui.QAbstractItemView.ExtendedSelection)
-        self.ui.preferred_format_list.setSelectionMode(QtGui.QAbstractItemView.ExtendedSelection)
+        self.ui.country_list.setSelectionMode(QtWidgets.QAbstractItemView.ExtendedSelection)
+        self.ui.preferred_country_list.setSelectionMode(QtWidgets.QAbstractItemView.ExtendedSelection)
+        self.ui.format_list.setSelectionMode(QtWidgets.QAbstractItemView.ExtendedSelection)
+        self.ui.preferred_format_list.setSelectionMode(QtWidgets.QAbstractItemView.ExtendedSelection)
 
     def restore_defaults(self):
         # Clear lists
@@ -202,7 +202,7 @@ class ReleasesOptionsPage(OptionsPage):
         saved_data = config.setting[setting]
         move = []
         for data, name in source_list:
-            item = QtGui.QListWidgetItem(name)
+            item = QtWidgets.QListWidgetItem(name)
             item.setData(QtCore.Qt.UserRole, data)
             try:
                 i = saved_data.index(data)
diff --git a/picard/ui/options/renaming.py b/picard/ui/options/renaming.py
index 47c788a2a..ada034aca 100644
--- a/picard/ui/options/renaming.py
+++ b/picard/ui/options/renaming.py
@@ -21,8 +21,8 @@
 import os.path
 import sys
 from functools import partial
-from PyQt4 import QtGui
-from PyQt4.QtGui import QPalette, QColor
+from PyQt5 import QtWidgets
+from PyQt5.QtGui import QPalette, QColor
 from picard import config
 from picard.const import PICARD_URLS
 from picard.file import File
@@ -276,7 +276,7 @@ class RenamingOptionsPage(OptionsPage):
         return file
 
     def move_files_to_browse(self):
-        path = QtGui.QFileDialog.getExistingDirectory(self, "", self.ui.move_files_to.text())
+        path = QtWidgets.QFileDialog.getExistingDirectory(self, "", self.ui.move_files_to.text())
         if path:
             path = os.path.normpath(unicode(path))
             self.ui.move_files_to.setText(path)
diff --git a/picard/ui/options/scripting.py b/picard/ui/options/scripting.py
index 696d49019..ddc6220d2 100644
--- a/picard/ui/options/scripting.py
+++ b/picard/ui/options/scripting.py
@@ -17,7 +17,7 @@
 # along with this program; if not, write to the Free Software
 # Foundation, Inc., 51 Franklin Street, Fifth Floor, Boston, MA 02110-1301, USA.
 
-from PyQt4 import QtCore, QtGui
+from PyQt5 import QtCore, QtGui, QtWidgets
 from picard import config
 from picard.const import PICARD_URLS
 from picard.script import ScriptParser
@@ -98,7 +98,7 @@ class TaggerScriptSyntaxHighlighter(QtGui.QSyntaxHighlighter):
         self.setCurrentBlockState(open_brackets)
 
 
-class AdvancedScriptItem(QtGui.QWidget):
+class AdvancedScriptItem(QtWidgets.QWidget):
     """Custom widget for script list items"""
 
     _CHECKBOX_POS = 0
@@ -109,36 +109,36 @@ class AdvancedScriptItem(QtGui.QWidget):
 
     def __init__(self, name=None, state=True, parent=None):
         super(AdvancedScriptItem, self).__init__(parent)
-        layout = QtGui.QGridLayout()
+        layout = QtWidgets.QGridLayout()
         layout.setHorizontalSpacing(5)
         layout.setVerticalSpacing(2)
         layout.setContentsMargins(0, 0, 0, 0)
         self.setLayout(layout)
 
-        checkbox = QtGui.QCheckBox()
+        checkbox = QtWidgets.QCheckBox()
         checkbox.setChecked(state)
         checkbox.setMaximumSize(QtCore.QSize(22, 22))
         layout.addWidget(checkbox, 0, self._CHECKBOX_POS)
 
-        layout.addWidget(QtGui.QLabel(name), 0, self._NAME_POS)
+        layout.addWidget(QtWidgets.QLabel(name), 0, self._NAME_POS)
 
-        up_button = QtGui.QToolButton()
+        up_button = QtWidgets.QToolButton()
         up_button.setArrowType(QtCore.Qt.UpArrow)
         up_button.setMaximumSize(QtCore.QSize(16, 16))
         up_button.setToolTip(_("Move script up"))
-        down_button = QtGui.QToolButton()
+        down_button = QtWidgets.QToolButton()
         down_button.setArrowType(QtCore.Qt.DownArrow)
         down_button.setMaximumSize(QtCore.QSize(16, 16))
         down_button.setToolTip(_("Move script down"))
         layout.addWidget(up_button, 0, self._BUTTON_UP)
         layout.addWidget(down_button, 0, self._BUTTON_DOWN)
 
-        other_button = QtGui.QToolButton()
+        other_button = QtWidgets.QToolButton()
         other_button.setText("...")
         other_button.setAutoRaise(True)
         other_button.setMaximumSize(QtCore.QSize(16, 16))
         other_button.setToolTip(_("Other options"))
-        menu = QtGui.QMenu()
+        menu = QtWidgets.QMenu()
         menu.addAction(_("Rename script"))
         menu.addAction(_("Remove script"))
         self.menu = menu
@@ -272,7 +272,7 @@ class ScriptingOptionsPage(OptionsPage):
         numbered_name = _(DEFAULT_NUMBERED_SCRIPT_NAME) % (count + 1)
         script = ScriptItem(pos=count, name=numbered_name)
 
-        list_item = QtGui.QListWidgetItem()
+        list_item = QtWidgets.QListWidgetItem()
         list_widget = AdvancedScriptItem(numbered_name)
         self.setSignals(list_widget, list_item)
         self.ui.script_list.addItem(list_item)
@@ -289,11 +289,11 @@ class ScriptingOptionsPage(OptionsPage):
 
     def remove_from_list_of_scripts(self, row):
         item = self.ui.script_list.item(row)
-        confirm_remove = QtGui.QMessageBox()
+        confirm_remove = QtWidgets.QMessageBox()
         msg = _("Are you sure you want to remove this script?")
-        reply = confirm_remove.question(confirm_remove, _('Confirm Remove'), msg, QtGui.QMessageBox.Yes,
-                                        QtGui.QMessageBox.No)
-        if item and reply == QtGui.QMessageBox.Yes:
+        reply = confirm_remove.question(confirm_remove, _('Confirm Remove'), msg, QtWidgets.QMessageBox.Yes,
+                                        QtWidgets.QMessageBox.No)
+        if item and reply == QtWidgets.QMessageBox.Yes:
             item = self.ui.script_list.takeItem(row)
             script = self.listitem_to_scriptitem[item]
             del self.listitem_to_scriptitem[item]
@@ -388,7 +388,7 @@ class ScriptingOptionsPage(OptionsPage):
         self.list_of_scripts = config.setting["list_of_scripts"]
         for s_pos, s_name, s_enabled, s_text in self.list_of_scripts:
             script = ScriptItem(s_pos, s_name, s_enabled, s_text)
-            list_item = QtGui.QListWidgetItem()
+            list_item = QtWidgets.QListWidgetItem()
             list_widget = AdvancedScriptItem(name=s_name, state=s_enabled)
             self.setSignals(list_widget, list_item)
             self.ui.script_list.addItem(list_item)
diff --git a/picard/ui/options/tags.py b/picard/ui/options/tags.py
index 50af9d73f..853a3b12d 100644
--- a/picard/ui/options/tags.py
+++ b/picard/ui/options/tags.py
@@ -17,7 +17,7 @@
 # along with this program; if not, write to the Free Software
 # Foundation, Inc., 51 Franklin Street, Fifth Floor, Boston, MA 02110-1301, USA.
 
-from PyQt4 import QtCore, QtGui
+from PyQt5 import QtCore, QtWidgets
 from picard import config
 from picard.ui.options import OptionsPage, register_options_page
 from picard.ui.ui_options_tags import Ui_TagsOptionsPage
@@ -52,7 +52,7 @@ class TagsOptionsPage(OptionsPage):
         self.ui.setupUi(self)
         self.ui.write_id3v23.clicked.connect(self.update_encodings)
         self.ui.write_id3v24.clicked.connect(self.update_encodings)
-        self.completer = QtGui.QCompleter(sorted(TAG_NAMES.keys()), self)
+        self.completer = QtWidgets.QCompleter(sorted(TAG_NAMES.keys()), self)
         self.completer.setCaseSensitivity(QtCore.Qt.CaseInsensitive)
         self.completer.setWidget(self.ui.preserved_tags)
         self.ui.preserved_tags.textEdited.connect(self.preserved_tags_edited)
diff --git a/picard/ui/passworddialog.py b/picard/ui/passworddialog.py
index 25bad8bdc..e26e88237 100644
--- a/picard/ui/passworddialog.py
+++ b/picard/ui/passworddialog.py
@@ -18,7 +18,7 @@
 # Foundation, Inc., 51 Franklin Street, Fifth Floor, Boston, MA 02110-1301, USA.
 
 
-from PyQt4 import QtCore
+from PyQt5 import QtCore
 from picard import config
 from picard.ui import PicardDialog
 from picard.ui.ui_passworddialog import Ui_PasswordDialog
diff --git a/picard/ui/ratingwidget.py b/picard/ui/ratingwidget.py
index b1d601854..1ca4103ab 100644
--- a/picard/ui/ratingwidget.py
+++ b/picard/ui/ratingwidget.py
@@ -17,14 +17,14 @@
 # along with this program; if not, write to the Free Software
 # Foundation, Inc., 51 Franklin Street, Fifth Floor, Boston, MA 02110-1301, USA.
 
-from PyQt4 import QtCore, QtGui
+from PyQt5 import QtCore, QtGui, QtWidgets
 from picard import config
 
 
-class RatingWidget(QtGui.QWidget):
+class RatingWidget(QtWidgets.QWidget):
 
     def __init__(self, parent, track):
-        QtGui.QWidget.__init__(self, parent)
+        QtWidgets.QWidget.__init__(self, parent)
         self._track = track
         self._maximum = config.setting["rating_steps"] - 1
         self._rating = int(track.metadata["~rating"] or 0)
@@ -38,7 +38,7 @@ class RatingWidget(QtGui.QWidget):
         self._height = self._star_size + 6
         self.setMaximumSize(self._width, self._height)
         self.setMinimumSize(self._width, self._height)
-        self.setSizePolicy(QtGui.QSizePolicy(QtGui.QSizePolicy.Fixed, QtGui.QSizePolicy.Fixed))
+        self.setSizePolicy(QtWidgets.QSizePolicy(QtWidgets.QSizePolicy.Fixed, QtWidgets.QSizePolicy.Fixed))
         self.setMouseTracking(True)
 
     def sizeHint(self):
diff --git a/picard/ui/searchdialog.py b/picard/ui/searchdialog.py
index 614a56dde..41ddb1848 100644
--- a/picard/ui/searchdialog.py
+++ b/picard/ui/searchdialog.py
@@ -18,7 +18,7 @@
 # Foundation, Inc., 51 Franklin Street, Fifth Floor, Boston, MA 02110-1301, USA.
 
 import json
-from PyQt4 import QtGui, QtCore, QtNetwork
+from PyQt5 import QtGui, QtCore, QtNetwork, QtWidgets
 from operator import itemgetter
 from functools import partial
 from collections import namedtuple
@@ -26,7 +26,7 @@ from picard import config
 from picard.file import File
 from picard.ui import PicardDialog
 from picard.ui.util import StandardButton, ButtonLineEdit
-from picard.util import format_time, icontheme
+from picard.util import icontheme
 from picard.mbxml import (
     artist_to_metadata,
     recording_to_metadata,
@@ -35,7 +35,6 @@ from picard.mbxml import (
     media_formats_from_node,
     country_list_from_node
 )
-from picard.i18n import ugettext_attr
 from picard.metadata import Metadata
 from picard.webservice import escape_lucene_query
 from picard.track import Track
@@ -43,31 +42,31 @@ from picard.const import CAA_HOST, CAA_PORT, QUERY_LIMIT
 from picard.coverart.image import CaaThumbnailCoverArtImage
 
 
-class ResultTable(QtGui.QTableWidget):
+class ResultTable(QtWidgets.QTableWidget):
 
     def __init__(self, parent, column_titles):
-        QtGui.QTableWidget.__init__(self, 0, len(column_titles))
+        QtWidgets.QTableWidget.__init__(self, 0, len(column_titles))
         self.parent = parent
         self.setHorizontalHeaderLabels(column_titles)
         self.setSelectionMode(
-                QtGui.QAbstractItemView.SingleSelection)
+                QtWidgets.QAbstractItemView.SingleSelection)
         self.setSelectionBehavior(
-                QtGui.QAbstractItemView.SelectRows)
+                QtWidgets.QAbstractItemView.SelectRows)
         self.setEditTriggers(
-                QtGui.QAbstractItemView.NoEditTriggers)
+                QtWidgets.QAbstractItemView.NoEditTriggers)
         self.horizontalHeader().setStretchLastSection(True)
         self.horizontalHeader().setResizeMode(
-                QtGui.QHeaderView.Stretch)
+                QtWidgets.QHeaderView.Stretch)
         self.horizontalHeader().setResizeMode(
-                QtGui.QHeaderView.Interactive)
+                QtWidgets.QHeaderView.Interactive)
 
 
-class SearchBox(QtGui.QWidget):
+class SearchBox(QtWidgets.QWidget):
 
     def __init__(self, parent):
         self.parent = parent
-        QtGui.QWidget.__init__(self, parent)
-        self.search_action = QtGui.QAction(icontheme.lookup('system-search'),
+        QtWidgets.QWidget.__init__(self, parent)
+        self.search_action = QtWidgets.QAction(icontheme.lookup('system-search'),
                 _(u"Search"), self)
         self.search_action.setEnabled(False)
         self.search_action.triggered.connect(self.search)
@@ -82,9 +81,9 @@ class SearchBox(QtGui.QWidget):
         self.parent.accept_button.setEnabled(False)
 
     def setupUi(self):
-        self.layout = QtGui.QVBoxLayout(self)
-        self.search_row_widget = QtGui.QWidget(self)
-        self.search_row_layout = QtGui.QHBoxLayout(self.search_row_widget)
+        self.layout = QtWidgets.QVBoxLayout(self)
+        self.search_row_widget = QtWidgets.QWidget(self)
+        self.search_row_layout = QtWidgets.QHBoxLayout(self.search_row_widget)
         self.search_row_layout.setContentsMargins(1, 1, 1, 1)
         self.search_row_layout.setSpacing(1)
         self.search_edit = ButtonLineEdit(self.search_row_widget)
@@ -93,23 +92,23 @@ class SearchBox(QtGui.QWidget):
         self.search_edit.setFocusPolicy(QtCore.Qt.StrongFocus)
         self.search_edit.focusInEvent = self.focus_in_event
         self.search_row_layout.addWidget(self.search_edit)
-        self.search_button = QtGui.QToolButton(self.search_row_widget)
+        self.search_button = QtWidgets.QToolButton(self.search_row_widget)
         self.search_button.setAutoRaise(True)
         self.search_button.setDefaultAction(self.search_action)
         self.search_button.setIconSize(QtCore.QSize(22, 22))
         self.search_row_layout.addWidget(self.search_button)
         self.search_row_widget.setLayout(self.search_row_layout)
         self.layout.addWidget(self.search_row_widget)
-        self.adv_opt_row_widget = QtGui.QWidget(self)
-        self.adv_opt_row_layout = QtGui.QHBoxLayout(self.adv_opt_row_widget)
+        self.adv_opt_row_widget = QtWidgets.QWidget(self)
+        self.adv_opt_row_layout = QtWidgets.QHBoxLayout(self.adv_opt_row_widget)
         self.adv_opt_row_layout.setAlignment(QtCore.Qt.AlignLeft)
         self.adv_opt_row_layout.setContentsMargins(1, 1, 1, 1)
         self.adv_opt_row_layout.setSpacing(1)
-        self.use_adv_search_syntax = QtGui.QCheckBox(self.adv_opt_row_widget)
+        self.use_adv_search_syntax = QtWidgets.QCheckBox(self.adv_opt_row_widget)
         self.use_adv_search_syntax.setText(_("Use advanced query syntax"))
         self.use_adv_search_syntax.stateChanged.connect(self.update_advanced_syntax_setting)
         self.adv_opt_row_layout.addWidget(self.use_adv_search_syntax)
-        self.adv_syntax_help = QtGui.QLabel(self.adv_opt_row_widget)
+        self.adv_syntax_help = QtWidgets.QLabel(self.adv_opt_row_widget)
         self.adv_syntax_help.setOpenExternalLinks(True)
         self.adv_syntax_help.setText(_(
                 "&#160;(<a href='https://musicbrainz.org/doc/Indexed_Search_Syntax'>"
@@ -141,12 +140,12 @@ class SearchBox(QtGui.QWidget):
             self.search_action.trigger()
 
 
-class CoverArt(QtGui.QWidget):
+class CoverArt(QtWidgets.QWidget):
 
     def __init__(self, parent):
-        QtGui.QWidget.__init__(self, parent)
-        self.layout = QtGui.QVBoxLayout(self)
-        self.loading_gif_label = QtGui.QLabel(self)
+        QtWidgets.QWidget.__init__(self, parent)
+        self.layout = QtWidgets.QVBoxLayout(self)
+        self.loading_gif_label = QtWidgets.QLabel(self)
         self.loading_gif_label.setAlignment(QtCore.Qt.AlignCenter)
         loading_gif = QtGui.QMovie(":/images/loader.gif")
         self.loading_gif_label.setMovie(loading_gif)
@@ -157,7 +156,7 @@ class CoverArt(QtGui.QWidget):
         wid = self.layout.takeAt(0)
         if wid:
             wid.widget().deleteLater()
-        cover_label = QtGui.QLabel(self)
+        cover_label = QtWidgets.QLabel(self)
         cover_label.setPixmap(pixmap.scaled(100,
                                             100,
                                             QtCore.Qt.KeepAspectRatio,
@@ -184,29 +183,29 @@ class SearchDialog(PicardDialog):
         self.restore_state()
 
     def setupUi(self, accept_button_title):
-        self.verticalLayout = QtGui.QVBoxLayout(self)
-        self.verticalLayout.setObjectName("vertical_layout")
+        self.verticalLayout = QtWidgets.QVBoxLayout(self)
+        self.verticalLayout.setObjectName(_("vertical_layout"))
         self.search_box = SearchBox(self)
-        self.search_box.setObjectName("search_box")
+        self.search_box.setObjectName(_("search_box"))
         self.verticalLayout.addWidget(self.search_box)
-        self.center_widget = QtGui.QWidget(self)
-        self.center_widget.setObjectName("center_widget")
-        self.center_layout = QtGui.QVBoxLayout(self.center_widget)
-        self.center_layout.setObjectName("center_layout")
+        self.center_widget = QtWidgets.QWidget(self)
+        self.center_widget.setObjectName(_("center_widget"))
+        self.center_layout = QtWidgets.QVBoxLayout(self.center_widget)
+        self.center_layout.setObjectName(_("center_layout"))
         self.center_layout.setContentsMargins(1, 1, 1, 1)
         self.center_widget.setLayout(self.center_layout)
         self.verticalLayout.addWidget(self.center_widget)
-        self.buttonBox = QtGui.QDialogButtonBox(self)
-        self.accept_button = QtGui.QPushButton(
+        self.buttonBox = QtWidgets.QDialogButtonBox(self)
+        self.accept_button = QtWidgets.QPushButton(
             accept_button_title,
             self.buttonBox)
         self.accept_button.setEnabled(False)
         self.buttonBox.addButton(
                 self.accept_button,
-                QtGui.QDialogButtonBox.AcceptRole)
+                QtWidgets.QDialogButtonBox.AcceptRole)
         self.buttonBox.addButton(
                 StandardButton(StandardButton.CANCEL),
-                QtGui.QDialogButtonBox.RejectRole)
+                QtWidgets.QDialogButtonBox.RejectRole)
         self.buttonBox.accepted.connect(self.accept)
         self.buttonBox.rejected.connect(self.reject)
         self.verticalLayout.addWidget(self.buttonBox)
@@ -222,12 +221,12 @@ class SearchDialog(PicardDialog):
         self.center_layout.addWidget(widget)
 
     def show_progress(self):
-        self.progress_widget = QtGui.QWidget(self)
+        self.progress_widget = QtWidgets.QWidget(self)
         self.progress_widget.setObjectName("progress_widget")
-        layout = QtGui.QVBoxLayout(self.progress_widget)
-        text_label = QtGui.QLabel(_('<strong>Loading...</strong>'), self.progress_widget)
+        layout = QtWidgets.QVBoxLayout(self.progress_widget)
+        text_label = QtWidgets.QLabel(_('<strong>Loading...</strong>'), self.progress_widget)
         text_label.setAlignment(QtCore.Qt.AlignHCenter | QtCore.Qt.AlignBottom)
-        gif_label = QtGui.QLabel(self.progress_widget)
+        gif_label = QtWidgets.QLabel(self.progress_widget)
         movie = QtGui.QMovie(":/images/loader.gif")
         gif_label.setMovie(movie)
         movie.start()
@@ -245,20 +244,20 @@ class SearchDialog(PicardDialog):
             error -- Error string
             show_retry_button -- Whether to display retry button or not
         """
-        self.error_widget = QtGui.QWidget(self)
+        self.error_widget = QtWidgets.QWidget(self)
         self.error_widget.setObjectName("error_widget")
-        layout = QtGui.QVBoxLayout(self.error_widget)
-        error_label = QtGui.QLabel(error, self.error_widget)
+        layout = QtWidgets.QVBoxLayout(self.error_widget)
+        error_label = QtWidgets.QLabel(error, self.error_widget)
         error_label.setWordWrap(True)
         error_label.setAlignment(QtCore.Qt.AlignCenter)
         error_label.setTextInteractionFlags(QtCore.Qt.TextSelectableByMouse)
         layout.addWidget(error_label)
         if show_retry_button:
-            retry_widget = QtGui.QWidget(self.error_widget)
-            retry_layout = QtGui.QHBoxLayout(retry_widget)
-            retry_button = QtGui.QPushButton(_("Retry"), self.error_widget)
+            retry_widget = QtWidgets.QWidget(self.error_widget)
+            retry_layout = QtWidgets.QHBoxLayout(retry_widget)
+            retry_button = QtWidgets.QPushButton(_("Retry"), self.error_widget)
             retry_button.clicked.connect(self.retry)
-            retry_button.setSizePolicy(QtGui.QSizePolicy(QtGui.QSizePolicy.Maximum, QtGui.QSizePolicy.Fixed))
+            retry_button.setSizePolicy(QtWidgets.QSizePolicy(QtWidgets.QSizePolicy.Maximum, QtWidgets.QSizePolicy.Fixed))
             retry_layout.addWidget(retry_button)
             retry_layout.setAlignment(QtCore.Qt.AlignHCenter | QtCore.Qt.AlignTop)
             retry_widget.setLayout(retry_layout)
@@ -298,12 +297,11 @@ class SearchDialog(PicardDialog):
             row = self.table.selectionModel().selectedRows()[0].row()
             self.accept_event(row)
         self.save_state()
-        QtGui.QDialog.accept(self)
+        QtWidgets.QDialog.accept(self)
 
     def reject(self):
         self.save_state()
-        QtGui.QDialog.reject(self)
-
+        QtWidgets.QDialog.reject(self)
 
 
 class TrackSearchDialog(SearchDialog):
@@ -313,7 +311,6 @@ class TrackSearchDialog(SearchDialog):
         config.Option("persist", "tracksearchdialog_header_state", QtCore.QByteArray())
     ]
 
-
     def __init__(self, parent):
         super(TrackSearchDialog, self).__init__(
             parent,
@@ -404,7 +401,7 @@ class TrackSearchDialog(SearchDialog):
         self.show_table(self.table_headers)
         for row, obj in enumerate(self.search_results):
             track = obj[0]
-            table_item = QtGui.QTableWidgetItem
+            table_item = QtWidgets.QTableWidgetItem
             self.table.insertRow(row)
             self.table.setItem(row, 0, table_item(track.get("title", "")))
             self.table.setItem(row, 1, table_item(track.get("~length", "")))
@@ -483,7 +480,7 @@ class TrackSearchDialog(SearchDialog):
         state = config.persist["tracksearchdialog_header_state"]
         if state:
             header.restoreState(state)
-        header.setResizeMode(QtGui.QHeaderView.Interactive)
+        header.setResizeMode(QtWidgets.QHeaderView.Interactive)
 
     def save_state(self):
         if self.table:
@@ -671,7 +668,7 @@ class AlbumSearchDialog(SearchDialog):
         self.show_table(self.table_headers)
         self.table.verticalHeader().setDefaultSectionSize(100)
         for row, release in enumerate(self.search_results):
-            table_item = QtGui.QTableWidgetItem
+            table_item = QtWidgets.QTableWidgetItem
             self.table.insertRow(row)
             self.table.setItem(row, 0, table_item(release.get("album", "")))
             self.table.setItem(row, 1, table_item(release.get("albumartist", "")))
@@ -712,7 +709,7 @@ class AlbumSearchDialog(SearchDialog):
         state = config.persist["albumsearchdialog_header_state"]
         if state:
             header.restoreState(state)
-        header.setResizeMode(QtGui.QHeaderView.Interactive)
+        header.setResizeMode(QtWidgets.QHeaderView.Interactive)
 
     def save_state(self):
         if self.table:
@@ -783,7 +780,7 @@ class ArtistSearchDialog(SearchDialog):
     def display_results(self):
         self.show_table(self.table_headers)
         for row, artist in enumerate(self.search_results):
-            table_item = QtGui.QTableWidgetItem
+            table_item = QtWidgets.QTableWidgetItem
             self.table.insertRow(row)
             self.table.setItem(row, 0, table_item(artist.get("name", "")))
             self.table.setItem(row, 1, table_item(artist.get("type", "")))
@@ -811,7 +808,7 @@ class ArtistSearchDialog(SearchDialog):
         state = config.persist["artistsearchdialog_header_state"]
         if state:
             header.restoreState(state)
-        header.setResizeMode(QtGui.QHeaderView.Interactive)
+        header.setResizeMode(QtWidgets.QHeaderView.Interactive)
 
     def save_state(self):
         if self.table:
diff --git a/picard/ui/sortablecheckboxlist.py b/picard/ui/sortablecheckboxlist.py
index 80f39e4bd..6bf88bb0f 100644
--- a/picard/ui/sortablecheckboxlist.py
+++ b/picard/ui/sortablecheckboxlist.py
@@ -19,11 +19,11 @@
 
 import sys
 from functools import partial
-from PyQt4 import QtGui, QtCore
-from PyQt4.QtCore import pyqtSignal
+from PyQt5 import QtCore, QtWidgets
+from PyQt5.QtCore import pyqtSignal
 
 
-class SortableCheckboxListWidget(QtGui.QWidget):
+class SortableCheckboxListWidget(QtWidgets.QWidget):
     _CHECKBOX_POS = 0
     _BUTTON_UP = 1
     _BUTTON_DOWN = 2
@@ -33,7 +33,7 @@ class SortableCheckboxListWidget(QtGui.QWidget):
 
     def __init__(self, parent=None):
         super(SortableCheckboxListWidget, self).__init__(parent)
-        layout = QtGui.QGridLayout()
+        layout = QtWidgets.QGridLayout()
         layout.setHorizontalSpacing(5)
         layout.setVerticalSpacing(2)
         layout.setContentsMargins(0, 0, 0, 0)
@@ -85,12 +85,12 @@ class SortableCheckboxListWidget(QtGui.QWidget):
         self.__items.append(item)
         row = len(self.__items) - 1
         layout = self.layout()
-        layout.addWidget(QtGui.QCheckBox(), row, self._CHECKBOX_POS)
+        layout.addWidget(QtWidgets.QCheckBox(), row, self._CHECKBOX_POS)
         self.updateRow(row)
-        up_button = QtGui.QToolButton()
+        up_button = QtWidgets.QToolButton()
         up_button.setArrowType(QtCore.Qt.UpArrow)
         up_button.setMaximumSize(QtCore.QSize(16, 16))
-        down_button = QtGui.QToolButton()
+        down_button = QtWidgets.QToolButton()
         down_button.setArrowType(QtCore.Qt.DownArrow)
         down_button.setMaximumSize(QtCore.QSize(16, 16))
         layout.addWidget(up_button, row, self._BUTTON_UP)
diff --git a/picard/ui/tagsfromfilenames.py b/picard/ui/tagsfromfilenames.py
index 3b377b5da..b24cdf7a2 100644
--- a/picard/ui/tagsfromfilenames.py
+++ b/picard/ui/tagsfromfilenames.py
@@ -19,7 +19,7 @@
 
 import re
 import os.path
-from PyQt4 import QtCore, QtGui
+from PyQt5 import QtCore, QtWidgets
 from picard import config
 from picard.ui.util import StandardButton
 from picard.ui import PicardDialog
@@ -57,8 +57,8 @@ class TagsFromFileNamesDialog(PicardDialog):
             selected_index = items.index(format)
         self.ui.format.addItems(items)
         self.ui.format.setCurrentIndex(selected_index)
-        self.ui.buttonbox.addButton(StandardButton(StandardButton.OK), QtGui.QDialogButtonBox.AcceptRole)
-        self.ui.buttonbox.addButton(StandardButton(StandardButton.CANCEL), QtGui.QDialogButtonBox.RejectRole)
+        self.ui.buttonbox.addButton(StandardButton(StandardButton.OK), QtWidgets.QDialogButtonBox.AcceptRole)
+        self.ui.buttonbox.addButton(StandardButton(StandardButton.CANCEL), QtWidgets.QDialogButtonBox.RejectRole)
         self.ui.buttonbox.accepted.connect(self.accept)
         self.ui.buttonbox.rejected.connect(self.reject)
         self.ui.preview.clicked.connect(self.preview)
@@ -67,7 +67,7 @@ class TagsFromFileNamesDialog(PicardDialog):
         self.files = files
         self.items = []
         for file in files:
-            item = QtGui.QTreeWidgetItem(self.ui.files)
+            item = QtWidgets.QTreeWidgetItem(self.ui.files)
             item.setText(0, os.path.basename(file.filename))
             self.items.append(item)
         self._tag_re = re.compile(r"(%\w+%)")
@@ -116,7 +116,7 @@ class TagsFromFileNamesDialog(PicardDialog):
             for i in range(len(columns)):
                 value = matches.get(columns[i], '')
                 item.setText(i + 1, value)
-        self.ui.files.header().resizeSections(QtGui.QHeaderView.ResizeToContents)
+        self.ui.files.header().resizeSections(QtWidgets.QHeaderView.ResizeToContents)
         self.ui.files.header().setStretchLastSection(True)
 
     def accept(self):
@@ -128,11 +128,11 @@ class TagsFromFileNamesDialog(PicardDialog):
             file.update()
         config.persist["tags_from_filenames_format"] = self.ui.format.currentText()
         self.saveWindowState()
-        QtGui.QDialog.accept(self)
+        QtWidgets.QDialog.accept(self)
 
     def reject(self):
         self.saveWindowState()
-        QtGui.QDialog.reject(self)
+        QtWidgets.QDialog.reject(self)
 
     def closeEvent(self, event):
         self.saveWindowState()
diff --git a/picard/ui/ui_cdlookup.py b/picard/ui/ui_cdlookup.py
index 4b7182bb2..89c88d23e 100644
--- a/picard/ui/ui_cdlookup.py
+++ b/picard/ui/ui_cdlookup.py
@@ -3,53 +3,49 @@
 # Automatically generated - don't edit.
 # Use `python setup.py build_ui` to update it.
 
-from PyQt4 import QtCore, QtGui
-
-try:
-    _fromUtf8 = QtCore.QString.fromUtf8
-except AttributeError:
-    _fromUtf8 = lambda s: s
+from PyQt5 import QtCore, QtGui, QtWidgets
 
 class Ui_Dialog(object):
     def setupUi(self, Dialog):
-        Dialog.setObjectName(_fromUtf8("Dialog"))
+        Dialog.setObjectName("Dialog")
         Dialog.resize(640, 240)
-        self.vboxlayout = QtGui.QVBoxLayout(Dialog)
+        self.vboxlayout = QtWidgets.QVBoxLayout(Dialog)
+        self.vboxlayout.setContentsMargins(9, 9, 9, 9)
         self.vboxlayout.setSpacing(6)
-        self.vboxlayout.setMargin(9)
-        self.vboxlayout.setObjectName(_fromUtf8("vboxlayout"))
-        self.label = QtGui.QLabel(Dialog)
-        self.label.setObjectName(_fromUtf8("label"))
+        self.vboxlayout.setObjectName("vboxlayout")
+        self.label = QtWidgets.QLabel(Dialog)
+        self.label.setObjectName("label")
         self.vboxlayout.addWidget(self.label)
-        self.release_list = QtGui.QTreeWidget(Dialog)
+        self.release_list = QtWidgets.QTreeWidget(Dialog)
         self.release_list.setRootIsDecorated(False)
-        self.release_list.setObjectName(_fromUtf8("release_list"))
+        self.release_list.setObjectName("release_list")
         self.vboxlayout.addWidget(self.release_list)
-        self.hboxlayout = QtGui.QHBoxLayout()
+        self.hboxlayout = QtWidgets.QHBoxLayout()
+        self.hboxlayout.setContentsMargins(0, 0, 0, 0)
         self.hboxlayout.setSpacing(6)
-        self.hboxlayout.setMargin(0)
-        self.hboxlayout.setObjectName(_fromUtf8("hboxlayout"))
-        spacerItem = QtGui.QSpacerItem(111, 31, QtGui.QSizePolicy.Expanding, QtGui.QSizePolicy.Minimum)
+        self.hboxlayout.setObjectName("hboxlayout")
+        spacerItem = QtWidgets.QSpacerItem(111, 31, QtWidgets.QSizePolicy.Expanding, QtWidgets.QSizePolicy.Minimum)
         self.hboxlayout.addItem(spacerItem)
-        self.ok_button = QtGui.QPushButton(Dialog)
+        self.ok_button = QtWidgets.QPushButton(Dialog)
         self.ok_button.setEnabled(False)
-        self.ok_button.setObjectName(_fromUtf8("ok_button"))
+        self.ok_button.setObjectName("ok_button")
         self.hboxlayout.addWidget(self.ok_button)
-        self.lookup_button = QtGui.QPushButton(Dialog)
-        self.lookup_button.setObjectName(_fromUtf8("lookup_button"))
+        self.lookup_button = QtWidgets.QPushButton(Dialog)
+        self.lookup_button.setObjectName("lookup_button")
         self.hboxlayout.addWidget(self.lookup_button)
-        self.cancel_button = QtGui.QPushButton(Dialog)
-        self.cancel_button.setObjectName(_fromUtf8("cancel_button"))
+        self.cancel_button = QtWidgets.QPushButton(Dialog)
+        self.cancel_button.setObjectName("cancel_button")
         self.hboxlayout.addWidget(self.cancel_button)
         self.vboxlayout.addLayout(self.hboxlayout)
 
         self.retranslateUi(Dialog)
-        QtCore.QObject.connect(self.ok_button, QtCore.SIGNAL(_fromUtf8("clicked()")), Dialog.accept)
-        QtCore.QObject.connect(self.cancel_button, QtCore.SIGNAL(_fromUtf8("clicked()")), Dialog.reject)
+        self.ok_button.clicked.connect(Dialog.accept)
+        self.cancel_button.clicked.connect(Dialog.reject)
         QtCore.QMetaObject.connectSlotsByName(Dialog)
         Dialog.setTabOrder(self.ok_button, self.cancel_button)
 
     def retranslateUi(self, Dialog):
+        _translate = QtCore.QCoreApplication.translate
         Dialog.setWindowTitle(_("CD Lookup"))
         self.label.setText(_("The following releases on MusicBrainz match the CD:"))
         self.ok_button.setText(_("OK"))
diff --git a/picard/ui/ui_edittagdialog.py b/picard/ui/ui_edittagdialog.py
index d12bce38e..e3811dfa6 100644
--- a/picard/ui/ui_edittagdialog.py
+++ b/picard/ui/ui_edittagdialog.py
@@ -3,88 +3,84 @@
 # Automatically generated - don't edit.
 # Use `python setup.py build_ui` to update it.
 
-from PyQt4 import QtCore, QtGui
-
-try:
-    _fromUtf8 = QtCore.QString.fromUtf8
-except AttributeError:
-    _fromUtf8 = lambda s: s
+from PyQt5 import QtCore, QtGui, QtWidgets
 
 class Ui_EditTagDialog(object):
     def setupUi(self, EditTagDialog):
-        EditTagDialog.setObjectName(_fromUtf8("EditTagDialog"))
+        EditTagDialog.setObjectName("EditTagDialog")
         EditTagDialog.setWindowModality(QtCore.Qt.ApplicationModal)
         EditTagDialog.resize(400, 250)
         EditTagDialog.setFocusPolicy(QtCore.Qt.StrongFocus)
         EditTagDialog.setModal(True)
-        self.verticalLayout_2 = QtGui.QVBoxLayout(EditTagDialog)
-        self.verticalLayout_2.setObjectName(_fromUtf8("verticalLayout_2"))
-        self.tag_names = QtGui.QComboBox(EditTagDialog)
+        self.verticalLayout_2 = QtWidgets.QVBoxLayout(EditTagDialog)
+        self.verticalLayout_2.setObjectName("verticalLayout_2")
+        self.tag_names = QtWidgets.QComboBox(EditTagDialog)
         self.tag_names.setEditable(True)
-        self.tag_names.setObjectName(_fromUtf8("tag_names"))
+        self.tag_names.setObjectName("tag_names")
         self.verticalLayout_2.addWidget(self.tag_names)
-        self.horizontalLayout = QtGui.QHBoxLayout()
-        self.horizontalLayout.setObjectName(_fromUtf8("horizontalLayout"))
-        self.value_list = QtGui.QListWidget(EditTagDialog)
+        self.horizontalLayout = QtWidgets.QHBoxLayout()
+        self.horizontalLayout.setObjectName("horizontalLayout")
+        self.value_list = QtWidgets.QListWidget(EditTagDialog)
         self.value_list.setFocusPolicy(QtCore.Qt.StrongFocus)
         self.value_list.setTabKeyNavigation(False)
         self.value_list.setProperty("showDropIndicator", False)
-        self.value_list.setObjectName(_fromUtf8("value_list"))
+        self.value_list.setObjectName("value_list")
         self.horizontalLayout.addWidget(self.value_list)
-        self.verticalLayout = QtGui.QVBoxLayout()
-        self.verticalLayout.setObjectName(_fromUtf8("verticalLayout"))
-        self.edit_value = QtGui.QPushButton(EditTagDialog)
-        sizePolicy = QtGui.QSizePolicy(QtGui.QSizePolicy.Minimum, QtGui.QSizePolicy.Fixed)
+        self.verticalLayout = QtWidgets.QVBoxLayout()
+        self.verticalLayout.setObjectName("verticalLayout")
+        self.edit_value = QtWidgets.QPushButton(EditTagDialog)
+        sizePolicy = QtWidgets.QSizePolicy(QtWidgets.QSizePolicy.Minimum, QtWidgets.QSizePolicy.Fixed)
         sizePolicy.setHorizontalStretch(100)
         sizePolicy.setVerticalStretch(0)
         sizePolicy.setHeightForWidth(self.edit_value.sizePolicy().hasHeightForWidth())
         self.edit_value.setSizePolicy(sizePolicy)
         self.edit_value.setMinimumSize(QtCore.QSize(100, 0))
         self.edit_value.setAutoDefault(False)
-        self.edit_value.setObjectName(_fromUtf8("edit_value"))
+        self.edit_value.setObjectName("edit_value")
         self.verticalLayout.addWidget(self.edit_value)
-        self.add_value = QtGui.QPushButton(EditTagDialog)
-        sizePolicy = QtGui.QSizePolicy(QtGui.QSizePolicy.Minimum, QtGui.QSizePolicy.Fixed)
+        self.add_value = QtWidgets.QPushButton(EditTagDialog)
+        sizePolicy = QtWidgets.QSizePolicy(QtWidgets.QSizePolicy.Minimum, QtWidgets.QSizePolicy.Fixed)
         sizePolicy.setHorizontalStretch(100)
         sizePolicy.setVerticalStretch(0)
         sizePolicy.setHeightForWidth(self.add_value.sizePolicy().hasHeightForWidth())
         self.add_value.setSizePolicy(sizePolicy)
         self.add_value.setMinimumSize(QtCore.QSize(100, 0))
         self.add_value.setAutoDefault(False)
-        self.add_value.setObjectName(_fromUtf8("add_value"))
+        self.add_value.setObjectName("add_value")
         self.verticalLayout.addWidget(self.add_value)
-        self.remove_value = QtGui.QPushButton(EditTagDialog)
-        sizePolicy = QtGui.QSizePolicy(QtGui.QSizePolicy.Minimum, QtGui.QSizePolicy.Fixed)
+        self.remove_value = QtWidgets.QPushButton(EditTagDialog)
+        sizePolicy = QtWidgets.QSizePolicy(QtWidgets.QSizePolicy.Minimum, QtWidgets.QSizePolicy.Fixed)
         sizePolicy.setHorizontalStretch(120)
         sizePolicy.setVerticalStretch(0)
         sizePolicy.setHeightForWidth(self.remove_value.sizePolicy().hasHeightForWidth())
         self.remove_value.setSizePolicy(sizePolicy)
         self.remove_value.setMinimumSize(QtCore.QSize(120, 0))
         self.remove_value.setAutoDefault(False)
-        self.remove_value.setObjectName(_fromUtf8("remove_value"))
+        self.remove_value.setObjectName("remove_value")
         self.verticalLayout.addWidget(self.remove_value)
-        spacerItem = QtGui.QSpacerItem(20, 40, QtGui.QSizePolicy.Minimum, QtGui.QSizePolicy.Expanding)
+        spacerItem = QtWidgets.QSpacerItem(20, 40, QtWidgets.QSizePolicy.Minimum, QtWidgets.QSizePolicy.Expanding)
         self.verticalLayout.addItem(spacerItem)
         self.horizontalLayout.addLayout(self.verticalLayout)
         self.verticalLayout_2.addLayout(self.horizontalLayout)
-        self.buttonbox = QtGui.QDialogButtonBox(EditTagDialog)
-        sizePolicy = QtGui.QSizePolicy(QtGui.QSizePolicy.Minimum, QtGui.QSizePolicy.Fixed)
+        self.buttonbox = QtWidgets.QDialogButtonBox(EditTagDialog)
+        sizePolicy = QtWidgets.QSizePolicy(QtWidgets.QSizePolicy.Minimum, QtWidgets.QSizePolicy.Fixed)
         sizePolicy.setHorizontalStretch(150)
         sizePolicy.setVerticalStretch(0)
         sizePolicy.setHeightForWidth(self.buttonbox.sizePolicy().hasHeightForWidth())
         self.buttonbox.setSizePolicy(sizePolicy)
         self.buttonbox.setMinimumSize(QtCore.QSize(150, 0))
         self.buttonbox.setOrientation(QtCore.Qt.Horizontal)
-        self.buttonbox.setStandardButtons(QtGui.QDialogButtonBox.Cancel|QtGui.QDialogButtonBox.Save)
-        self.buttonbox.setObjectName(_fromUtf8("buttonbox"))
+        self.buttonbox.setStandardButtons(QtWidgets.QDialogButtonBox.Cancel|QtWidgets.QDialogButtonBox.Save)
+        self.buttonbox.setObjectName("buttonbox")
         self.verticalLayout_2.addWidget(self.buttonbox)
 
         self.retranslateUi(EditTagDialog)
-        QtCore.QObject.connect(self.buttonbox, QtCore.SIGNAL(_fromUtf8("accepted()")), EditTagDialog.accept)
-        QtCore.QObject.connect(self.buttonbox, QtCore.SIGNAL(_fromUtf8("rejected()")), EditTagDialog.reject)
+        self.buttonbox.accepted.connect(EditTagDialog.accept)
+        self.buttonbox.rejected.connect(EditTagDialog.reject)
         QtCore.QMetaObject.connectSlotsByName(EditTagDialog)
 
     def retranslateUi(self, EditTagDialog):
+        _translate = QtCore.QCoreApplication.translate
         EditTagDialog.setWindowTitle(_("Edit Tag"))
         self.edit_value.setText(_("Edit value"))
         self.add_value.setText(_("Add value"))
diff --git a/picard/ui/ui_infodialog.py b/picard/ui/ui_infodialog.py
index 3329da35c..99fabe2d7 100644
--- a/picard/ui/ui_infodialog.py
+++ b/picard/ui/ui_infodialog.py
@@ -3,62 +3,51 @@
 # Automatically generated - don't edit.
 # Use `python setup.py build_ui` to update it.
 
-from PyQt4 import QtCore, QtGui
-
-try:
-    _fromUtf8 = QtCore.QString.fromUtf8
-except AttributeError:
-    def _fromUtf8(s):
-        return s
-
-try:
-    _encoding = QtGui.QApplication.UnicodeUTF8
-    def _translate(context, text, disambig):
-        return QtGui.QApplication.translate(context, text, disambig, _encoding)
-except AttributeError:
-    def _translate(context, text, disambig):
-        return QtGui.QApplication.translate(context, text, disambig)
+from PyQt5 import QtCore, QtGui, QtWidgets
 
 class Ui_InfoDialog(object):
     def setupUi(self, InfoDialog):
-        InfoDialog.setObjectName(_fromUtf8("InfoDialog"))
+        InfoDialog.setObjectName("InfoDialog")
         InfoDialog.resize(535, 436)
-        self.verticalLayout = QtGui.QVBoxLayout(InfoDialog)
-        self.verticalLayout.setObjectName(_fromUtf8("verticalLayout"))
-        self.tabWidget = QtGui.QTabWidget(InfoDialog)
-        self.tabWidget.setObjectName(_fromUtf8("tabWidget"))
-        self.info_tab = QtGui.QWidget()
-        self.info_tab.setObjectName(_fromUtf8("info_tab"))
-        self.vboxlayout = QtGui.QVBoxLayout(self.info_tab)
-        self.vboxlayout.setObjectName(_fromUtf8("vboxlayout"))
-        self.info_scroll = QtGui.QScrollArea(self.info_tab)
+        self.verticalLayout = QtWidgets.QVBoxLayout(InfoDialog)
+        self.verticalLayout.setObjectName("verticalLayout")
+        self.tabWidget = QtWidgets.QTabWidget(InfoDialog)
+        self.tabWidget.setObjectName("tabWidget")
+        self.info_tab = QtWidgets.QWidget()
+        self.info_tab.setObjectName("info_tab")
+        self.vboxlayout = QtWidgets.QVBoxLayout(self.info_tab)
+        self.vboxlayout.setContentsMargins(0, 0, 0, 0)
+        self.vboxlayout.setObjectName("vboxlayout")
+        self.info_scroll = QtWidgets.QScrollArea(self.info_tab)
         self.info_scroll.setWidgetResizable(True)
-        self.info_scroll.setObjectName(_fromUtf8("info_scroll"))
-        self.scrollAreaWidgetContents = QtGui.QWidget()
+        self.info_scroll.setObjectName("info_scroll")
+        self.scrollAreaWidgetContents = QtWidgets.QWidget()
         self.scrollAreaWidgetContents.setEnabled(True)
         self.scrollAreaWidgetContents.setGeometry(QtCore.QRect(0, 0, 493, 334))
-        self.scrollAreaWidgetContents.setObjectName(_fromUtf8("scrollAreaWidgetContents"))
-        self.verticalLayoutLabel = QtGui.QVBoxLayout(self.scrollAreaWidgetContents)
-        self.verticalLayoutLabel.setObjectName(_fromUtf8("verticalLayoutLabel"))
-        self.info = QtGui.QLabel(self.scrollAreaWidgetContents)
-        self.info.setText(_fromUtf8(""))
+        self.scrollAreaWidgetContents.setObjectName("scrollAreaWidgetContents")
+        self.verticalLayoutLabel = QtWidgets.QVBoxLayout(self.scrollAreaWidgetContents)
+        self.verticalLayoutLabel.setContentsMargins(0, 0, 0, 0)
+        self.verticalLayoutLabel.setObjectName("verticalLayoutLabel")
+        self.info = QtWidgets.QLabel(self.scrollAreaWidgetContents)
+        self.info.setText("")
         self.info.setAlignment(QtCore.Qt.AlignLeading|QtCore.Qt.AlignLeft|QtCore.Qt.AlignTop)
         self.info.setWordWrap(True)
         self.info.setTextInteractionFlags(QtCore.Qt.LinksAccessibleByMouse|QtCore.Qt.TextSelectableByKeyboard|QtCore.Qt.TextSelectableByMouse)
-        self.info.setObjectName(_fromUtf8("info"))
+        self.info.setObjectName("info")
         self.verticalLayoutLabel.addWidget(self.info)
         self.info_scroll.setWidget(self.scrollAreaWidgetContents)
         self.vboxlayout.addWidget(self.info_scroll)
-        self.tabWidget.addTab(self.info_tab, _fromUtf8(""))
-        self.artwork_tab = QtGui.QWidget()
-        self.artwork_tab.setObjectName(_fromUtf8("artwork_tab"))
-        self.vboxlayout1 = QtGui.QVBoxLayout(self.artwork_tab)
-        self.vboxlayout1.setObjectName(_fromUtf8("vboxlayout1"))
-        self.tabWidget.addTab(self.artwork_tab, _fromUtf8(""))
+        self.tabWidget.addTab(self.info_tab, "")
+        self.artwork_tab = QtWidgets.QWidget()
+        self.artwork_tab.setObjectName("artwork_tab")
+        self.vboxlayout1 = QtWidgets.QVBoxLayout(self.artwork_tab)
+        self.vboxlayout1.setContentsMargins(0, 0, 0, 0)
+        self.vboxlayout1.setObjectName("vboxlayout1")
+        self.tabWidget.addTab(self.artwork_tab, "")
         self.verticalLayout.addWidget(self.tabWidget)
-        self.buttonBox = QtGui.QDialogButtonBox(InfoDialog)
-        self.buttonBox.setStandardButtons(QtGui.QDialogButtonBox.Cancel|QtGui.QDialogButtonBox.Ok)
-        self.buttonBox.setObjectName(_fromUtf8("buttonBox"))
+        self.buttonBox = QtWidgets.QDialogButtonBox(InfoDialog)
+        self.buttonBox.setStandardButtons(QtWidgets.QDialogButtonBox.Cancel|QtWidgets.QDialogButtonBox.Ok)
+        self.buttonBox.setObjectName("buttonBox")
         self.verticalLayout.addWidget(self.buttonBox)
 
         self.retranslateUi(InfoDialog)
@@ -67,6 +56,7 @@ class Ui_InfoDialog(object):
         InfoDialog.setTabOrder(self.tabWidget, self.buttonBox)
 
     def retranslateUi(self, InfoDialog):
+        _translate = QtCore.QCoreApplication.translate
         self.tabWidget.setTabText(self.tabWidget.indexOf(self.info_tab), _("&Info"))
         self.tabWidget.setTabText(self.tabWidget.indexOf(self.artwork_tab), _("A&rtwork"))
 
diff --git a/picard/ui/ui_infostatus.py b/picard/ui/ui_infostatus.py
index 59f037ded..3779cabf6 100644
--- a/picard/ui/ui_infostatus.py
+++ b/picard/ui/ui_infostatus.py
@@ -3,95 +3,90 @@
 # Automatically generated - don't edit.
 # Use `python setup.py build_ui` to update it.
 
-from PyQt4 import QtCore, QtGui
-
-try:
-    _fromUtf8 = QtCore.QString.fromUtf8
-except AttributeError:
-    _fromUtf8 = lambda s: s
+from PyQt5 import QtCore, QtGui, QtWidgets
 
 class Ui_InfoStatus(object):
     def setupUi(self, InfoStatus):
-        InfoStatus.setObjectName(_fromUtf8("InfoStatus"))
+        InfoStatus.setObjectName("InfoStatus")
         InfoStatus.resize(350, 24)
-        sizePolicy = QtGui.QSizePolicy(QtGui.QSizePolicy.Preferred, QtGui.QSizePolicy.Preferred)
+        sizePolicy = QtWidgets.QSizePolicy(QtWidgets.QSizePolicy.Preferred, QtWidgets.QSizePolicy.Preferred)
         sizePolicy.setHorizontalStretch(0)
         sizePolicy.setVerticalStretch(0)
         sizePolicy.setHeightForWidth(InfoStatus.sizePolicy().hasHeightForWidth())
         InfoStatus.setSizePolicy(sizePolicy)
         InfoStatus.setMinimumSize(QtCore.QSize(0, 0))
-        self.horizontalLayout = QtGui.QHBoxLayout(InfoStatus)
+        self.horizontalLayout = QtWidgets.QHBoxLayout(InfoStatus)
+        self.horizontalLayout.setContentsMargins(0, 0, 0, 0)
         self.horizontalLayout.setSpacing(2)
-        self.horizontalLayout.setMargin(0)
-        self.horizontalLayout.setObjectName(_fromUtf8("horizontalLayout"))
-        self.val1 = QtGui.QLabel(InfoStatus)
+        self.horizontalLayout.setObjectName("horizontalLayout")
+        self.val1 = QtWidgets.QLabel(InfoStatus)
         self.val1.setMinimumSize(QtCore.QSize(40, 0))
-        self.val1.setText(_fromUtf8(""))
+        self.val1.setText("")
         self.val1.setAlignment(QtCore.Qt.AlignRight|QtCore.Qt.AlignTrailing|QtCore.Qt.AlignVCenter)
-        self.val1.setObjectName(_fromUtf8("val1"))
+        self.val1.setObjectName("val1")
         self.horizontalLayout.addWidget(self.val1)
-        self.label1 = QtGui.QLabel(InfoStatus)
-        sizePolicy = QtGui.QSizePolicy(QtGui.QSizePolicy.Minimum, QtGui.QSizePolicy.Preferred)
+        self.label1 = QtWidgets.QLabel(InfoStatus)
+        sizePolicy = QtWidgets.QSizePolicy(QtWidgets.QSizePolicy.Minimum, QtWidgets.QSizePolicy.Preferred)
         sizePolicy.setHorizontalStretch(0)
         sizePolicy.setVerticalStretch(0)
         sizePolicy.setHeightForWidth(self.label1.sizePolicy().hasHeightForWidth())
         self.label1.setSizePolicy(sizePolicy)
-        self.label1.setFrameShape(QtGui.QFrame.NoFrame)
+        self.label1.setFrameShape(QtWidgets.QFrame.NoFrame)
         self.label1.setTextFormat(QtCore.Qt.AutoText)
         self.label1.setScaledContents(False)
-        self.label1.setMargin(1)
-        self.label1.setObjectName(_fromUtf8("label1"))
+        self.label1.setObjectName("label1")
         self.horizontalLayout.addWidget(self.label1)
-        self.val2 = QtGui.QLabel(InfoStatus)
+        self.val2 = QtWidgets.QLabel(InfoStatus)
         self.val2.setMinimumSize(QtCore.QSize(40, 0))
-        self.val2.setText(_fromUtf8(""))
+        self.val2.setText("")
         self.val2.setAlignment(QtCore.Qt.AlignRight|QtCore.Qt.AlignTrailing|QtCore.Qt.AlignVCenter)
-        self.val2.setObjectName(_fromUtf8("val2"))
+        self.val2.setObjectName("val2")
         self.horizontalLayout.addWidget(self.val2)
-        self.label2 = QtGui.QLabel(InfoStatus)
-        sizePolicy = QtGui.QSizePolicy(QtGui.QSizePolicy.Minimum, QtGui.QSizePolicy.Preferred)
+        self.label2 = QtWidgets.QLabel(InfoStatus)
+        sizePolicy = QtWidgets.QSizePolicy(QtWidgets.QSizePolicy.Minimum, QtWidgets.QSizePolicy.Preferred)
         sizePolicy.setHorizontalStretch(0)
         sizePolicy.setVerticalStretch(0)
         sizePolicy.setHeightForWidth(self.label2.sizePolicy().hasHeightForWidth())
         self.label2.setSizePolicy(sizePolicy)
-        self.label2.setText(_fromUtf8(""))
-        self.label2.setObjectName(_fromUtf8("label2"))
+        self.label2.setText("")
+        self.label2.setObjectName("label2")
         self.horizontalLayout.addWidget(self.label2)
-        self.val3 = QtGui.QLabel(InfoStatus)
+        self.val3 = QtWidgets.QLabel(InfoStatus)
         self.val3.setMinimumSize(QtCore.QSize(40, 0))
-        self.val3.setText(_fromUtf8(""))
+        self.val3.setText("")
         self.val3.setAlignment(QtCore.Qt.AlignRight|QtCore.Qt.AlignTrailing|QtCore.Qt.AlignVCenter)
-        self.val3.setObjectName(_fromUtf8("val3"))
+        self.val3.setObjectName("val3")
         self.horizontalLayout.addWidget(self.val3)
-        self.label3 = QtGui.QLabel(InfoStatus)
-        sizePolicy = QtGui.QSizePolicy(QtGui.QSizePolicy.Minimum, QtGui.QSizePolicy.Preferred)
+        self.label3 = QtWidgets.QLabel(InfoStatus)
+        sizePolicy = QtWidgets.QSizePolicy(QtWidgets.QSizePolicy.Minimum, QtWidgets.QSizePolicy.Preferred)
         sizePolicy.setHorizontalStretch(0)
         sizePolicy.setVerticalStretch(0)
         sizePolicy.setHeightForWidth(self.label3.sizePolicy().hasHeightForWidth())
         self.label3.setSizePolicy(sizePolicy)
-        self.label3.setText(_fromUtf8(""))
-        self.label3.setObjectName(_fromUtf8("label3"))
+        self.label3.setText("")
+        self.label3.setObjectName("label3")
         self.horizontalLayout.addWidget(self.label3)
-        self.val4 = QtGui.QLabel(InfoStatus)
+        self.val4 = QtWidgets.QLabel(InfoStatus)
         self.val4.setMinimumSize(QtCore.QSize(40, 0))
-        self.val4.setText(_fromUtf8(""))
+        self.val4.setText("")
         self.val4.setAlignment(QtCore.Qt.AlignRight|QtCore.Qt.AlignTrailing|QtCore.Qt.AlignVCenter)
-        self.val4.setObjectName(_fromUtf8("val4"))
+        self.val4.setObjectName("val4")
         self.horizontalLayout.addWidget(self.val4)
-        self.label4 = QtGui.QLabel(InfoStatus)
-        sizePolicy = QtGui.QSizePolicy(QtGui.QSizePolicy.Minimum, QtGui.QSizePolicy.Preferred)
+        self.label4 = QtWidgets.QLabel(InfoStatus)
+        sizePolicy = QtWidgets.QSizePolicy(QtWidgets.QSizePolicy.Minimum, QtWidgets.QSizePolicy.Preferred)
         sizePolicy.setHorizontalStretch(0)
         sizePolicy.setVerticalStretch(0)
         sizePolicy.setHeightForWidth(self.label4.sizePolicy().hasHeightForWidth())
         self.label4.setSizePolicy(sizePolicy)
-        self.label4.setText(_fromUtf8(""))
+        self.label4.setText("")
         self.label4.setScaledContents(False)
-        self.label4.setObjectName(_fromUtf8("label4"))
+        self.label4.setObjectName("label4")
         self.horizontalLayout.addWidget(self.label4)
 
         self.retranslateUi(InfoStatus)
         QtCore.QMetaObject.connectSlotsByName(InfoStatus)
 
     def retranslateUi(self, InfoStatus):
+        _translate = QtCore.QCoreApplication.translate
         InfoStatus.setWindowTitle(_("Form"))
 
diff --git a/picard/ui/ui_options.py b/picard/ui/ui_options.py
index 00d04dd79..ab5547659 100644
--- a/picard/ui/ui_options.py
+++ b/picard/ui/ui_options.py
@@ -3,37 +3,33 @@
 # Automatically generated - don't edit.
 # Use `python setup.py build_ui` to update it.
 
-from PyQt4 import QtCore, QtGui
-
-try:
-    _fromUtf8 = QtCore.QString.fromUtf8
-except AttributeError:
-    _fromUtf8 = lambda s: s
+from PyQt5 import QtCore, QtGui, QtWidgets
 
 class Ui_Dialog(object):
     def setupUi(self, Dialog):
-        Dialog.setObjectName(_fromUtf8("Dialog"))
+        Dialog.setObjectName("Dialog")
         Dialog.resize(485, 398)
-        self.vboxlayout = QtGui.QVBoxLayout(Dialog)
-        self.vboxlayout.setMargin(9)
+        self.vboxlayout = QtWidgets.QVBoxLayout(Dialog)
+        self.vboxlayout.setContentsMargins(9, 9, 9, 9)
         self.vboxlayout.setSpacing(6)
-        self.vboxlayout.setObjectName(_fromUtf8("vboxlayout"))
-        self.splitter = QtGui.QSplitter(Dialog)
+        self.vboxlayout.setObjectName("vboxlayout")
+        self.splitter = QtWidgets.QSplitter(Dialog)
         self.splitter.setOrientation(QtCore.Qt.Horizontal)
-        self.splitter.setObjectName(_fromUtf8("splitter"))
-        self.pages_tree = QtGui.QTreeWidget(self.splitter)
-        self.pages_tree.setObjectName(_fromUtf8("pages_tree"))
-        self.pages_stack = QtGui.QStackedWidget(self.splitter)
-        self.pages_stack.setObjectName(_fromUtf8("pages_stack"))
+        self.splitter.setObjectName("splitter")
+        self.pages_tree = QtWidgets.QTreeWidget(self.splitter)
+        self.pages_tree.setObjectName("pages_tree")
+        self.pages_stack = QtWidgets.QStackedWidget(self.splitter)
+        self.pages_stack.setObjectName("pages_stack")
         self.vboxlayout.addWidget(self.splitter)
-        self.buttonbox = QtGui.QDialogButtonBox(Dialog)
+        self.buttonbox = QtWidgets.QDialogButtonBox(Dialog)
         self.buttonbox.setOrientation(QtCore.Qt.Horizontal)
-        self.buttonbox.setObjectName(_fromUtf8("buttonbox"))
+        self.buttonbox.setObjectName("buttonbox")
         self.vboxlayout.addWidget(self.buttonbox)
 
         self.retranslateUi(Dialog)
         QtCore.QMetaObject.connectSlotsByName(Dialog)
 
     def retranslateUi(self, Dialog):
+        _translate = QtCore.QCoreApplication.translate
         Dialog.setWindowTitle(_("Options"))
 
diff --git a/picard/ui/ui_options_about.py b/picard/ui/ui_options_about.py
index f74209afb..31106569d 100644
--- a/picard/ui/ui_options_about.py
+++ b/picard/ui/ui_options_about.py
@@ -3,41 +3,36 @@
 # Automatically generated - don't edit.
 # Use `python setup.py build_ui` to update it.
 
-from PyQt4 import QtCore, QtGui
-
-try:
-    _fromUtf8 = QtCore.QString.fromUtf8
-except AttributeError:
-    _fromUtf8 = lambda s: s
+from PyQt5 import QtCore, QtGui, QtWidgets
 
 class Ui_AboutOptionsPage(object):
     def setupUi(self, AboutOptionsPage):
-        AboutOptionsPage.setObjectName(_fromUtf8("AboutOptionsPage"))
+        AboutOptionsPage.setObjectName("AboutOptionsPage")
         AboutOptionsPage.resize(171, 137)
-        self.vboxlayout = QtGui.QVBoxLayout(AboutOptionsPage)
+        self.vboxlayout = QtWidgets.QVBoxLayout(AboutOptionsPage)
+        self.vboxlayout.setContentsMargins(0, 0, 0, 0)
         self.vboxlayout.setSpacing(6)
-        self.vboxlayout.setMargin(0)
-        self.vboxlayout.setObjectName(_fromUtf8("vboxlayout"))
-        self.scrollArea = QtGui.QScrollArea(AboutOptionsPage)
-        self.scrollArea.setFrameShape(QtGui.QFrame.NoFrame)
-        self.scrollArea.setFrameShadow(QtGui.QFrame.Plain)
+        self.vboxlayout.setObjectName("vboxlayout")
+        self.scrollArea = QtWidgets.QScrollArea(AboutOptionsPage)
+        self.scrollArea.setFrameShape(QtWidgets.QFrame.NoFrame)
+        self.scrollArea.setFrameShadow(QtWidgets.QFrame.Plain)
         self.scrollArea.setLineWidth(0)
         self.scrollArea.setHorizontalScrollBarPolicy(QtCore.Qt.ScrollBarAlwaysOff)
         self.scrollArea.setWidgetResizable(True)
         self.scrollArea.setAlignment(QtCore.Qt.AlignLeading|QtCore.Qt.AlignLeft|QtCore.Qt.AlignTop)
-        self.scrollArea.setObjectName(_fromUtf8("scrollArea"))
-        self.scrollAreaWidgetContents = QtGui.QWidget()
+        self.scrollArea.setObjectName("scrollArea")
+        self.scrollAreaWidgetContents = QtWidgets.QWidget()
         self.scrollAreaWidgetContents.setGeometry(QtCore.QRect(0, 0, 171, 137))
-        self.scrollAreaWidgetContents.setObjectName(_fromUtf8("scrollAreaWidgetContents"))
-        self.verticalLayout = QtGui.QVBoxLayout(self.scrollAreaWidgetContents)
+        self.scrollAreaWidgetContents.setObjectName("scrollAreaWidgetContents")
+        self.verticalLayout = QtWidgets.QVBoxLayout(self.scrollAreaWidgetContents)
+        self.verticalLayout.setContentsMargins(9, 9, 9, 9)
         self.verticalLayout.setSpacing(6)
-        self.verticalLayout.setMargin(9)
-        self.verticalLayout.setObjectName(_fromUtf8("verticalLayout"))
-        self.label = QtGui.QLabel(self.scrollAreaWidgetContents)
-        self.label.setText(_fromUtf8(""))
+        self.verticalLayout.setObjectName("verticalLayout")
+        self.label = QtWidgets.QLabel(self.scrollAreaWidgetContents)
+        self.label.setText("")
         self.label.setAlignment(QtCore.Qt.AlignHCenter|QtCore.Qt.AlignTop)
         self.label.setWordWrap(True)
-        self.label.setObjectName(_fromUtf8("label"))
+        self.label.setObjectName("label")
         self.verticalLayout.addWidget(self.label)
         self.scrollArea.setWidget(self.scrollAreaWidgetContents)
         self.vboxlayout.addWidget(self.scrollArea)
diff --git a/picard/ui/ui_options_advanced.py b/picard/ui/ui_options_advanced.py
index 320905da1..f094fa872 100644
--- a/picard/ui/ui_options_advanced.py
+++ b/picard/ui/ui_options_advanced.py
@@ -3,75 +3,62 @@
 # Automatically generated - don't edit.
 # Use `python setup.py build_ui` to update it.
 
-from PyQt4 import QtCore, QtGui
-
-try:
-    _fromUtf8 = QtCore.QString.fromUtf8
-except AttributeError:
-    def _fromUtf8(s):
-        return s
-
-try:
-    _encoding = QtGui.QApplication.UnicodeUTF8
-    def _translate(context, text, disambig):
-        return QtGui.QApplication.translate(context, text, disambig, _encoding)
-except AttributeError:
-    def _translate(context, text, disambig):
-        return QtGui.QApplication.translate(context, text, disambig)
+from PyQt5 import QtCore, QtGui, QtWidgets
 
 class Ui_AdvancedOptionsPage(object):
     def setupUi(self, AdvancedOptionsPage):
-        AdvancedOptionsPage.setObjectName(_fromUtf8("AdvancedOptionsPage"))
+        AdvancedOptionsPage.setObjectName("AdvancedOptionsPage")
         AdvancedOptionsPage.resize(570, 435)
-        self.vboxlayout = QtGui.QVBoxLayout(AdvancedOptionsPage)
-        self.vboxlayout.setObjectName(_fromUtf8("vboxlayout"))
-        self.groupBox = QtGui.QGroupBox(AdvancedOptionsPage)
-        self.groupBox.setObjectName(_fromUtf8("groupBox"))
-        self.gridlayout = QtGui.QGridLayout(self.groupBox)
+        self.vboxlayout = QtWidgets.QVBoxLayout(AdvancedOptionsPage)
+        self.vboxlayout.setObjectName("vboxlayout")
+        self.groupBox = QtWidgets.QGroupBox(AdvancedOptionsPage)
+        self.groupBox.setObjectName("groupBox")
+        self.gridlayout = QtWidgets.QGridLayout(self.groupBox)
         self.gridlayout.setSpacing(2)
-        self.gridlayout.setObjectName(_fromUtf8("gridlayout"))
-        self.regex_error = QtGui.QLabel(self.groupBox)
-        self.regex_error.setText(_fromUtf8(""))
-        self.regex_error.setObjectName(_fromUtf8("regex_error"))
+        self.gridlayout.setObjectName("gridlayout")
+        self.regex_error = QtWidgets.QLabel(self.groupBox)
+        self.regex_error.setText("")
+        self.regex_error.setObjectName("regex_error")
         self.gridlayout.addWidget(self.regex_error, 3, 0, 1, 1)
-        self.label_ignore_regex = QtGui.QLabel(self.groupBox)
-        self.label_ignore_regex.setObjectName(_fromUtf8("label_ignore_regex"))
+        self.label_ignore_regex = QtWidgets.QLabel(self.groupBox)
+        self.label_ignore_regex.setObjectName("label_ignore_regex")
         self.gridlayout.addWidget(self.label_ignore_regex, 1, 0, 1, 1)
-        self.ignore_hidden_files = QtGui.QCheckBox(self.groupBox)
-        self.ignore_hidden_files.setObjectName(_fromUtf8("ignore_hidden_files"))
+        self.ignore_hidden_files = QtWidgets.QCheckBox(self.groupBox)
+        self.ignore_hidden_files.setObjectName("ignore_hidden_files")
         self.gridlayout.addWidget(self.ignore_hidden_files, 4, 0, 1, 1)
-        self.ignore_regex = QtGui.QLineEdit(self.groupBox)
-        self.ignore_regex.setObjectName(_fromUtf8("ignore_regex"))
+        self.ignore_regex = QtWidgets.QLineEdit(self.groupBox)
+        self.ignore_regex.setObjectName("ignore_regex")
         self.gridlayout.addWidget(self.ignore_regex, 2, 0, 1, 1)
-        self.recursively_add_files = QtGui.QCheckBox(self.groupBox)
-        self.recursively_add_files.setObjectName(_fromUtf8("recursively_add_files"))
+        self.recursively_add_files = QtWidgets.QCheckBox(self.groupBox)
+        self.recursively_add_files.setObjectName("recursively_add_files")
         self.gridlayout.addWidget(self.recursively_add_files, 5, 0, 1, 1)
         self.vboxlayout.addWidget(self.groupBox)
-        self.groupBox_completeness = QtGui.QGroupBox(AdvancedOptionsPage)
-        self.groupBox_completeness.setObjectName(_fromUtf8("groupBox_completeness"))
-        self.verticalLayout_2 = QtGui.QVBoxLayout(self.groupBox_completeness)
-        self.verticalLayout_2.setObjectName(_fromUtf8("verticalLayout_2"))
-        self.completeness_ignore_videos = QtGui.QCheckBox(self.groupBox_completeness)
-        self.completeness_ignore_videos.setObjectName(_fromUtf8("completeness_ignore_videos"))
+        self.groupBox_completeness = QtWidgets.QGroupBox(AdvancedOptionsPage)
+        self.groupBox_completeness.setObjectName("groupBox_completeness")
+        self.verticalLayout_2 = QtWidgets.QVBoxLayout(self.groupBox_completeness)
+        self.verticalLayout_2.setObjectName("verticalLayout_2")
+        self.completeness_ignore_videos = QtWidgets.QCheckBox(self.groupBox_completeness)
+        self.completeness_ignore_videos.setObjectName("completeness_ignore_videos")
         self.verticalLayout_2.addWidget(self.completeness_ignore_videos)
-        self.completeness_ignore_pregap = QtGui.QCheckBox(self.groupBox_completeness)
-        self.completeness_ignore_pregap.setObjectName(_fromUtf8("completeness_ignore_pregap"))
+        self.completeness_ignore_pregap = QtWidgets.QCheckBox(self.groupBox_completeness)
+        self.completeness_ignore_pregap.setObjectName("completeness_ignore_pregap")
         self.verticalLayout_2.addWidget(self.completeness_ignore_pregap)
-        self.completeness_ignore_data = QtGui.QCheckBox(self.groupBox_completeness)
+        self.completeness_ignore_data = QtWidgets.QCheckBox(self.groupBox_completeness)
         self.completeness_ignore_data.setCheckable(True)
-        self.completeness_ignore_data.setObjectName(_fromUtf8("completeness_ignore_data"))
+        self.completeness_ignore_data.setObjectName("completeness_ignore_data")
         self.verticalLayout_2.addWidget(self.completeness_ignore_data)
-        self.completeness_ignore_silence = QtGui.QCheckBox(self.groupBox_completeness)
-        self.completeness_ignore_silence.setObjectName(_fromUtf8("completeness_ignore_silence"))
+        self.completeness_ignore_silence = QtWidgets.QCheckBox(self.groupBox_completeness)
+        self.completeness_ignore_silence.setObjectName("completeness_ignore_silence")
         self.verticalLayout_2.addWidget(self.completeness_ignore_silence)
         self.vboxlayout.addWidget(self.groupBox_completeness)
-        spacerItem = QtGui.QSpacerItem(181, 21, QtGui.QSizePolicy.Minimum, QtGui.QSizePolicy.Expanding)
+        spacerItem = QtWidgets.QSpacerItem(181, 21, QtWidgets.QSizePolicy.Minimum, QtWidgets.QSizePolicy.Expanding)
         self.vboxlayout.addItem(spacerItem)
 
         self.retranslateUi(AdvancedOptionsPage)
         QtCore.QMetaObject.connectSlotsByName(AdvancedOptionsPage)
 
     def retranslateUi(self, AdvancedOptionsPage):
+        _translate = QtCore.QCoreApplication.translate
         self.groupBox.setTitle(_("Advanced options"))
         self.label_ignore_regex.setText(_("Ignore file paths matching the following regular expression:"))
         self.ignore_hidden_files.setText(_("Ignore hidden files"))
diff --git a/picard/ui/ui_options_cdlookup.py b/picard/ui/ui_options_cdlookup.py
index 06481661c..c81b8f421 100644
--- a/picard/ui/ui_options_cdlookup.py
+++ b/picard/ui/ui_options_cdlookup.py
@@ -3,35 +3,30 @@
 # Automatically generated - don't edit.
 # Use `python setup.py build_ui` to update it.
 
-from PyQt4 import QtCore, QtGui
-
-try:
-    _fromUtf8 = QtCore.QString.fromUtf8
-except AttributeError:
-    _fromUtf8 = lambda s: s
+from PyQt5 import QtCore, QtGui, QtWidgets
 
 class Ui_CDLookupOptionsPage(object):
     def setupUi(self, CDLookupOptionsPage):
-        CDLookupOptionsPage.setObjectName(_fromUtf8("CDLookupOptionsPage"))
+        CDLookupOptionsPage.setObjectName("CDLookupOptionsPage")
         CDLookupOptionsPage.resize(224, 176)
-        self.vboxlayout = QtGui.QVBoxLayout(CDLookupOptionsPage)
-        self.vboxlayout.setMargin(9)
+        self.vboxlayout = QtWidgets.QVBoxLayout(CDLookupOptionsPage)
+        self.vboxlayout.setContentsMargins(9, 9, 9, 9)
         self.vboxlayout.setSpacing(6)
-        self.vboxlayout.setObjectName(_fromUtf8("vboxlayout"))
-        self.rename_files = QtGui.QGroupBox(CDLookupOptionsPage)
-        self.rename_files.setObjectName(_fromUtf8("rename_files"))
-        self.gridlayout = QtGui.QGridLayout(self.rename_files)
-        self.gridlayout.setMargin(9)
+        self.vboxlayout.setObjectName("vboxlayout")
+        self.rename_files = QtWidgets.QGroupBox(CDLookupOptionsPage)
+        self.rename_files.setObjectName("rename_files")
+        self.gridlayout = QtWidgets.QGridLayout(self.rename_files)
+        self.gridlayout.setContentsMargins(9, 9, 9, 9)
         self.gridlayout.setSpacing(2)
-        self.gridlayout.setObjectName(_fromUtf8("gridlayout"))
-        self.cd_lookup_device = QtGui.QLineEdit(self.rename_files)
-        self.cd_lookup_device.setObjectName(_fromUtf8("cd_lookup_device"))
+        self.gridlayout.setObjectName("gridlayout")
+        self.cd_lookup_device = QtWidgets.QLineEdit(self.rename_files)
+        self.cd_lookup_device.setObjectName("cd_lookup_device")
         self.gridlayout.addWidget(self.cd_lookup_device, 1, 0, 1, 1)
-        self.label_3 = QtGui.QLabel(self.rename_files)
-        self.label_3.setObjectName(_fromUtf8("label_3"))
+        self.label_3 = QtWidgets.QLabel(self.rename_files)
+        self.label_3.setObjectName("label_3")
         self.gridlayout.addWidget(self.label_3, 0, 0, 1, 1)
         self.vboxlayout.addWidget(self.rename_files)
-        spacerItem = QtGui.QSpacerItem(161, 81, QtGui.QSizePolicy.Minimum, QtGui.QSizePolicy.Expanding)
+        spacerItem = QtWidgets.QSpacerItem(161, 81, QtWidgets.QSizePolicy.Minimum, QtWidgets.QSizePolicy.Expanding)
         self.vboxlayout.addItem(spacerItem)
         self.label_3.setBuddy(self.cd_lookup_device)
 
@@ -39,6 +34,7 @@ class Ui_CDLookupOptionsPage(object):
         QtCore.QMetaObject.connectSlotsByName(CDLookupOptionsPage)
 
     def retranslateUi(self, CDLookupOptionsPage):
+        _translate = QtCore.QCoreApplication.translate
         self.rename_files.setTitle(_("CD Lookup"))
         self.label_3.setText(_("CD-ROM device to use for lookups:"))
 
diff --git a/picard/ui/ui_options_cdlookup_select.py b/picard/ui/ui_options_cdlookup_select.py
index dae69ff98..f3804004b 100644
--- a/picard/ui/ui_options_cdlookup_select.py
+++ b/picard/ui/ui_options_cdlookup_select.py
@@ -3,42 +3,37 @@
 # Automatically generated - don't edit.
 # Use `python setup.py build_ui` to update it.
 
-from PyQt4 import QtCore, QtGui
-
-try:
-    _fromUtf8 = QtCore.QString.fromUtf8
-except AttributeError:
-    _fromUtf8 = lambda s: s
+from PyQt5 import QtCore, QtGui, QtWidgets
 
 class Ui_CDLookupOptionsPage(object):
     def setupUi(self, CDLookupOptionsPage):
-        CDLookupOptionsPage.setObjectName(_fromUtf8("CDLookupOptionsPage"))
+        CDLookupOptionsPage.setObjectName("CDLookupOptionsPage")
         CDLookupOptionsPage.resize(255, 155)
-        self.vboxlayout = QtGui.QVBoxLayout(CDLookupOptionsPage)
-        self.vboxlayout.setMargin(9)
+        self.vboxlayout = QtWidgets.QVBoxLayout(CDLookupOptionsPage)
+        self.vboxlayout.setContentsMargins(9, 9, 9, 9)
         self.vboxlayout.setSpacing(6)
-        self.vboxlayout.setObjectName(_fromUtf8("vboxlayout"))
-        self.rename_files = QtGui.QGroupBox(CDLookupOptionsPage)
-        self.rename_files.setObjectName(_fromUtf8("rename_files"))
-        self.gridlayout = QtGui.QGridLayout(self.rename_files)
-        self.gridlayout.setMargin(9)
+        self.vboxlayout.setObjectName("vboxlayout")
+        self.rename_files = QtWidgets.QGroupBox(CDLookupOptionsPage)
+        self.rename_files.setObjectName("rename_files")
+        self.gridlayout = QtWidgets.QGridLayout(self.rename_files)
+        self.gridlayout.setContentsMargins(9, 9, 9, 9)
         self.gridlayout.setSpacing(2)
-        self.gridlayout.setObjectName(_fromUtf8("gridlayout"))
-        self.cd_lookup_ = QtGui.QLabel(self.rename_files)
-        self.cd_lookup_.setObjectName(_fromUtf8("cd_lookup_"))
+        self.gridlayout.setObjectName("gridlayout")
+        self.cd_lookup_ = QtWidgets.QLabel(self.rename_files)
+        self.cd_lookup_.setObjectName("cd_lookup_")
         self.gridlayout.addWidget(self.cd_lookup_, 0, 0, 1, 1)
-        self.hboxlayout = QtGui.QHBoxLayout()
-        self.hboxlayout.setMargin(0)
+        self.hboxlayout = QtWidgets.QHBoxLayout()
+        self.hboxlayout.setContentsMargins(0, 0, 0, 0)
         self.hboxlayout.setSpacing(6)
-        self.hboxlayout.setObjectName(_fromUtf8("hboxlayout"))
-        self.cd_lookup_device = QtGui.QComboBox(self.rename_files)
-        self.cd_lookup_device.setObjectName(_fromUtf8("cd_lookup_device"))
+        self.hboxlayout.setObjectName("hboxlayout")
+        self.cd_lookup_device = QtWidgets.QComboBox(self.rename_files)
+        self.cd_lookup_device.setObjectName("cd_lookup_device")
         self.hboxlayout.addWidget(self.cd_lookup_device)
-        spacerItem = QtGui.QSpacerItem(40, 20, QtGui.QSizePolicy.Expanding, QtGui.QSizePolicy.Minimum)
+        spacerItem = QtWidgets.QSpacerItem(40, 20, QtWidgets.QSizePolicy.Expanding, QtWidgets.QSizePolicy.Minimum)
         self.hboxlayout.addItem(spacerItem)
         self.gridlayout.addLayout(self.hboxlayout, 1, 0, 1, 1)
         self.vboxlayout.addWidget(self.rename_files)
-        spacerItem1 = QtGui.QSpacerItem(161, 81, QtGui.QSizePolicy.Minimum, QtGui.QSizePolicy.Expanding)
+        spacerItem1 = QtWidgets.QSpacerItem(161, 81, QtWidgets.QSizePolicy.Minimum, QtWidgets.QSizePolicy.Expanding)
         self.vboxlayout.addItem(spacerItem1)
         self.cd_lookup_.setBuddy(self.cd_lookup_device)
 
@@ -46,6 +41,7 @@ class Ui_CDLookupOptionsPage(object):
         QtCore.QMetaObject.connectSlotsByName(CDLookupOptionsPage)
 
     def retranslateUi(self, CDLookupOptionsPage):
+        _translate = QtCore.QCoreApplication.translate
         self.rename_files.setTitle(_("CD Lookup"))
         self.cd_lookup_.setText(_("Default CD-ROM drive to use for lookups:"))
 
diff --git a/picard/ui/ui_options_cover.py b/picard/ui/ui_options_cover.py
index 5e7f7deba..7b3a7c24b 100644
--- a/picard/ui/ui_options_cover.py
+++ b/picard/ui/ui_options_cover.py
@@ -3,69 +3,55 @@
 # Automatically generated - don't edit.
 # Use `python setup.py build_ui` to update it.
 
-from PyQt4 import QtCore, QtGui
-
-try:
-    _fromUtf8 = QtCore.QString.fromUtf8
-except AttributeError:
-    def _fromUtf8(s):
-        return s
-
-try:
-    _encoding = QtGui.QApplication.UnicodeUTF8
-    def _translate(context, text, disambig):
-        return QtGui.QApplication.translate(context, text, disambig, _encoding)
-except AttributeError:
-    def _translate(context, text, disambig):
-        return QtGui.QApplication.translate(context, text, disambig)
+from PyQt5 import QtCore, QtGui, QtWidgets
 
 class Ui_CoverOptionsPage(object):
     def setupUi(self, CoverOptionsPage):
-        CoverOptionsPage.setObjectName(_fromUtf8("CoverOptionsPage"))
+        CoverOptionsPage.setObjectName("CoverOptionsPage")
         CoverOptionsPage.resize(632, 560)
-        self.verticalLayout = QtGui.QVBoxLayout(CoverOptionsPage)
-        self.verticalLayout.setObjectName(_fromUtf8("verticalLayout"))
-        self.location = QtGui.QGroupBox(CoverOptionsPage)
-        self.location.setObjectName(_fromUtf8("location"))
-        self.vboxlayout = QtGui.QVBoxLayout(self.location)
+        self.verticalLayout = QtWidgets.QVBoxLayout(CoverOptionsPage)
+        self.verticalLayout.setObjectName("verticalLayout")
+        self.location = QtWidgets.QGroupBox(CoverOptionsPage)
+        self.location.setObjectName("location")
+        self.vboxlayout = QtWidgets.QVBoxLayout(self.location)
+        self.vboxlayout.setContentsMargins(9, 9, 9, 9)
         self.vboxlayout.setSpacing(2)
-        self.vboxlayout.setMargin(9)
-        self.vboxlayout.setObjectName(_fromUtf8("vboxlayout"))
-        self.save_images_to_tags = QtGui.QCheckBox(self.location)
-        self.save_images_to_tags.setObjectName(_fromUtf8("save_images_to_tags"))
+        self.vboxlayout.setObjectName("vboxlayout")
+        self.save_images_to_tags = QtWidgets.QCheckBox(self.location)
+        self.save_images_to_tags.setObjectName("save_images_to_tags")
         self.vboxlayout.addWidget(self.save_images_to_tags)
-        self.cb_embed_front_only = QtGui.QCheckBox(self.location)
-        self.cb_embed_front_only.setObjectName(_fromUtf8("cb_embed_front_only"))
+        self.cb_embed_front_only = QtWidgets.QCheckBox(self.location)
+        self.cb_embed_front_only.setObjectName("cb_embed_front_only")
         self.vboxlayout.addWidget(self.cb_embed_front_only)
-        self.save_images_to_files = QtGui.QCheckBox(self.location)
-        self.save_images_to_files.setObjectName(_fromUtf8("save_images_to_files"))
+        self.save_images_to_files = QtWidgets.QCheckBox(self.location)
+        self.save_images_to_files.setObjectName("save_images_to_files")
         self.vboxlayout.addWidget(self.save_images_to_files)
-        self.label_use_filename = QtGui.QLabel(self.location)
-        self.label_use_filename.setObjectName(_fromUtf8("label_use_filename"))
+        self.label_use_filename = QtWidgets.QLabel(self.location)
+        self.label_use_filename.setObjectName("label_use_filename")
         self.vboxlayout.addWidget(self.label_use_filename)
-        self.cover_image_filename = QtGui.QLineEdit(self.location)
-        self.cover_image_filename.setObjectName(_fromUtf8("cover_image_filename"))
+        self.cover_image_filename = QtWidgets.QLineEdit(self.location)
+        self.cover_image_filename.setObjectName("cover_image_filename")
         self.vboxlayout.addWidget(self.cover_image_filename)
-        self.save_images_overwrite = QtGui.QCheckBox(self.location)
-        self.save_images_overwrite.setObjectName(_fromUtf8("save_images_overwrite"))
+        self.save_images_overwrite = QtWidgets.QCheckBox(self.location)
+        self.save_images_overwrite.setObjectName("save_images_overwrite")
         self.vboxlayout.addWidget(self.save_images_overwrite)
         self.verticalLayout.addWidget(self.location)
-        self.ca_providers_groupbox = QtGui.QGroupBox(CoverOptionsPage)
-        sizePolicy = QtGui.QSizePolicy(QtGui.QSizePolicy.Preferred, QtGui.QSizePolicy.Preferred)
+        self.ca_providers_groupbox = QtWidgets.QGroupBox(CoverOptionsPage)
+        sizePolicy = QtWidgets.QSizePolicy(QtWidgets.QSizePolicy.Preferred, QtWidgets.QSizePolicy.Preferred)
         sizePolicy.setHorizontalStretch(0)
         sizePolicy.setVerticalStretch(0)
         sizePolicy.setHeightForWidth(self.ca_providers_groupbox.sizePolicy().hasHeightForWidth())
         self.ca_providers_groupbox.setSizePolicy(sizePolicy)
-        self.ca_providers_groupbox.setObjectName(_fromUtf8("ca_providers_groupbox"))
-        self.ca_providers_layout = QtGui.QVBoxLayout(self.ca_providers_groupbox)
-        self.ca_providers_layout.setObjectName(_fromUtf8("ca_providers_layout"))
-        self.ca_providers_list = QtGui.QHBoxLayout()
-        self.ca_providers_list.setObjectName(_fromUtf8("ca_providers_list"))
-        spacerItem = QtGui.QSpacerItem(40, 20, QtGui.QSizePolicy.Expanding, QtGui.QSizePolicy.Minimum)
+        self.ca_providers_groupbox.setObjectName("ca_providers_groupbox")
+        self.ca_providers_layout = QtWidgets.QVBoxLayout(self.ca_providers_groupbox)
+        self.ca_providers_layout.setObjectName("ca_providers_layout")
+        self.ca_providers_list = QtWidgets.QHBoxLayout()
+        self.ca_providers_list.setObjectName("ca_providers_list")
+        spacerItem = QtWidgets.QSpacerItem(40, 20, QtWidgets.QSizePolicy.Expanding, QtWidgets.QSizePolicy.Minimum)
         self.ca_providers_list.addItem(spacerItem)
         self.ca_providers_layout.addLayout(self.ca_providers_list)
         self.verticalLayout.addWidget(self.ca_providers_groupbox)
-        spacerItem1 = QtGui.QSpacerItem(20, 40, QtGui.QSizePolicy.Minimum, QtGui.QSizePolicy.Expanding)
+        spacerItem1 = QtWidgets.QSpacerItem(20, 40, QtWidgets.QSizePolicy.Minimum, QtWidgets.QSizePolicy.Expanding)
         self.verticalLayout.addItem(spacerItem1)
 
         self.retranslateUi(CoverOptionsPage)
@@ -76,6 +62,7 @@ class Ui_CoverOptionsPage(object):
         CoverOptionsPage.setTabOrder(self.cover_image_filename, self.save_images_overwrite)
 
     def retranslateUi(self, CoverOptionsPage):
+        _translate = QtCore.QCoreApplication.translate
         self.location.setTitle(_("Location"))
         self.save_images_to_tags.setText(_("Embed cover images into tags"))
         self.cb_embed_front_only.setText(_("Only embed a front image"))
diff --git a/picard/ui/ui_options_fingerprinting.py b/picard/ui/ui_options_fingerprinting.py
index c9c711d4c..1ea801618 100644
--- a/picard/ui/ui_options_fingerprinting.py
+++ b/picard/ui/ui_options_fingerprinting.py
@@ -3,86 +3,73 @@
 # Automatically generated - don't edit.
 # Use `python setup.py build_ui` to update it.
 
-from PyQt4 import QtCore, QtGui
-
-try:
-    _fromUtf8 = QtCore.QString.fromUtf8
-except AttributeError:
-    def _fromUtf8(s):
-        return s
-
-try:
-    _encoding = QtGui.QApplication.UnicodeUTF8
-    def _translate(context, text, disambig):
-        return QtGui.QApplication.translate(context, text, disambig, _encoding)
-except AttributeError:
-    def _translate(context, text, disambig):
-        return QtGui.QApplication.translate(context, text, disambig)
+from PyQt5 import QtCore, QtGui, QtWidgets
 
 class Ui_FingerprintingOptionsPage(object):
     def setupUi(self, FingerprintingOptionsPage):
-        FingerprintingOptionsPage.setObjectName(_fromUtf8("FingerprintingOptionsPage"))
+        FingerprintingOptionsPage.setObjectName("FingerprintingOptionsPage")
         FingerprintingOptionsPage.resize(371, 408)
-        self.verticalLayout = QtGui.QVBoxLayout(FingerprintingOptionsPage)
-        self.verticalLayout.setObjectName(_fromUtf8("verticalLayout"))
-        self.fingerprinting = QtGui.QGroupBox(FingerprintingOptionsPage)
+        self.verticalLayout = QtWidgets.QVBoxLayout(FingerprintingOptionsPage)
+        self.verticalLayout.setObjectName("verticalLayout")
+        self.fingerprinting = QtWidgets.QGroupBox(FingerprintingOptionsPage)
         self.fingerprinting.setCheckable(False)
-        self.fingerprinting.setObjectName(_fromUtf8("fingerprinting"))
-        self.verticalLayout_3 = QtGui.QVBoxLayout(self.fingerprinting)
-        self.verticalLayout_3.setObjectName(_fromUtf8("verticalLayout_3"))
-        self.disable_fingerprinting = QtGui.QRadioButton(self.fingerprinting)
-        self.disable_fingerprinting.setObjectName(_fromUtf8("disable_fingerprinting"))
+        self.fingerprinting.setObjectName("fingerprinting")
+        self.verticalLayout_3 = QtWidgets.QVBoxLayout(self.fingerprinting)
+        self.verticalLayout_3.setObjectName("verticalLayout_3")
+        self.disable_fingerprinting = QtWidgets.QRadioButton(self.fingerprinting)
+        self.disable_fingerprinting.setObjectName("disable_fingerprinting")
         self.verticalLayout_3.addWidget(self.disable_fingerprinting)
-        self.use_acoustid = QtGui.QRadioButton(self.fingerprinting)
-        self.use_acoustid.setObjectName(_fromUtf8("use_acoustid"))
+        self.use_acoustid = QtWidgets.QRadioButton(self.fingerprinting)
+        self.use_acoustid.setObjectName("use_acoustid")
         self.verticalLayout_3.addWidget(self.use_acoustid)
         self.verticalLayout.addWidget(self.fingerprinting)
-        self.acoustid_settings = QtGui.QGroupBox(FingerprintingOptionsPage)
-        self.acoustid_settings.setObjectName(_fromUtf8("acoustid_settings"))
-        self.verticalLayout_2 = QtGui.QVBoxLayout(self.acoustid_settings)
-        self.verticalLayout_2.setObjectName(_fromUtf8("verticalLayout_2"))
-        self.ignore_existing_acoustid_fingerprints = QtGui.QCheckBox(self.acoustid_settings)
-        self.ignore_existing_acoustid_fingerprints.setObjectName(_fromUtf8("ignore_existing_acoustid_fingerprints"))
+        self.acoustid_settings = QtWidgets.QGroupBox(FingerprintingOptionsPage)
+        self.acoustid_settings.setObjectName("acoustid_settings")
+        self.verticalLayout_2 = QtWidgets.QVBoxLayout(self.acoustid_settings)
+        self.verticalLayout_2.setObjectName("verticalLayout_2")
+        self.ignore_existing_acoustid_fingerprints = QtWidgets.QCheckBox(self.acoustid_settings)
+        self.ignore_existing_acoustid_fingerprints.setObjectName("ignore_existing_acoustid_fingerprints")
         self.verticalLayout_2.addWidget(self.ignore_existing_acoustid_fingerprints)
-        self.label = QtGui.QLabel(self.acoustid_settings)
-        self.label.setObjectName(_fromUtf8("label"))
+        self.label = QtWidgets.QLabel(self.acoustid_settings)
+        self.label.setObjectName("label")
         self.verticalLayout_2.addWidget(self.label)
-        self.horizontalLayout_2 = QtGui.QHBoxLayout()
-        self.horizontalLayout_2.setObjectName(_fromUtf8("horizontalLayout_2"))
-        self.acoustid_fpcalc = QtGui.QLineEdit(self.acoustid_settings)
-        self.acoustid_fpcalc.setObjectName(_fromUtf8("acoustid_fpcalc"))
+        self.horizontalLayout_2 = QtWidgets.QHBoxLayout()
+        self.horizontalLayout_2.setObjectName("horizontalLayout_2")
+        self.acoustid_fpcalc = QtWidgets.QLineEdit(self.acoustid_settings)
+        self.acoustid_fpcalc.setObjectName("acoustid_fpcalc")
         self.horizontalLayout_2.addWidget(self.acoustid_fpcalc)
-        self.acoustid_fpcalc_browse = QtGui.QPushButton(self.acoustid_settings)
-        self.acoustid_fpcalc_browse.setObjectName(_fromUtf8("acoustid_fpcalc_browse"))
+        self.acoustid_fpcalc_browse = QtWidgets.QPushButton(self.acoustid_settings)
+        self.acoustid_fpcalc_browse.setObjectName("acoustid_fpcalc_browse")
         self.horizontalLayout_2.addWidget(self.acoustid_fpcalc_browse)
-        self.acoustid_fpcalc_download = QtGui.QPushButton(self.acoustid_settings)
-        self.acoustid_fpcalc_download.setObjectName(_fromUtf8("acoustid_fpcalc_download"))
+        self.acoustid_fpcalc_download = QtWidgets.QPushButton(self.acoustid_settings)
+        self.acoustid_fpcalc_download.setObjectName("acoustid_fpcalc_download")
         self.horizontalLayout_2.addWidget(self.acoustid_fpcalc_download)
         self.verticalLayout_2.addLayout(self.horizontalLayout_2)
-        self.acoustid_fpcalc_info = QtGui.QLabel(self.acoustid_settings)
-        self.acoustid_fpcalc_info.setText(_fromUtf8(""))
-        self.acoustid_fpcalc_info.setObjectName(_fromUtf8("acoustid_fpcalc_info"))
+        self.acoustid_fpcalc_info = QtWidgets.QLabel(self.acoustid_settings)
+        self.acoustid_fpcalc_info.setText("")
+        self.acoustid_fpcalc_info.setObjectName("acoustid_fpcalc_info")
         self.verticalLayout_2.addWidget(self.acoustid_fpcalc_info)
-        self.label_2 = QtGui.QLabel(self.acoustid_settings)
-        self.label_2.setObjectName(_fromUtf8("label_2"))
+        self.label_2 = QtWidgets.QLabel(self.acoustid_settings)
+        self.label_2.setObjectName("label_2")
         self.verticalLayout_2.addWidget(self.label_2)
-        self.horizontalLayout = QtGui.QHBoxLayout()
-        self.horizontalLayout.setObjectName(_fromUtf8("horizontalLayout"))
-        self.acoustid_apikey = QtGui.QLineEdit(self.acoustid_settings)
-        self.acoustid_apikey.setObjectName(_fromUtf8("acoustid_apikey"))
+        self.horizontalLayout = QtWidgets.QHBoxLayout()
+        self.horizontalLayout.setObjectName("horizontalLayout")
+        self.acoustid_apikey = QtWidgets.QLineEdit(self.acoustid_settings)
+        self.acoustid_apikey.setObjectName("acoustid_apikey")
         self.horizontalLayout.addWidget(self.acoustid_apikey)
-        self.acoustid_apikey_get = QtGui.QPushButton(self.acoustid_settings)
-        self.acoustid_apikey_get.setObjectName(_fromUtf8("acoustid_apikey_get"))
+        self.acoustid_apikey_get = QtWidgets.QPushButton(self.acoustid_settings)
+        self.acoustid_apikey_get.setObjectName("acoustid_apikey_get")
         self.horizontalLayout.addWidget(self.acoustid_apikey_get)
         self.verticalLayout_2.addLayout(self.horizontalLayout)
         self.verticalLayout.addWidget(self.acoustid_settings)
-        spacerItem = QtGui.QSpacerItem(181, 21, QtGui.QSizePolicy.Minimum, QtGui.QSizePolicy.Expanding)
+        spacerItem = QtWidgets.QSpacerItem(181, 21, QtWidgets.QSizePolicy.Minimum, QtWidgets.QSizePolicy.Expanding)
         self.verticalLayout.addItem(spacerItem)
 
         self.retranslateUi(FingerprintingOptionsPage)
         QtCore.QMetaObject.connectSlotsByName(FingerprintingOptionsPage)
 
     def retranslateUi(self, FingerprintingOptionsPage):
+        _translate = QtCore.QCoreApplication.translate
         self.fingerprinting.setTitle(_("Audio Fingerprinting"))
         self.disable_fingerprinting.setText(_("Do not use audio fingerprinting"))
         self.use_acoustid.setText(_("Use AcoustID"))
diff --git a/picard/ui/ui_options_folksonomy.py b/picard/ui/ui_options_folksonomy.py
index e33c77879..d01b500ce 100644
--- a/picard/ui/ui_options_folksonomy.py
+++ b/picard/ui/ui_options_folksonomy.py
@@ -3,107 +3,93 @@
 # Automatically generated - don't edit.
 # Use `python setup.py build_ui` to update it.
 
-from PyQt4 import QtCore, QtGui
-
-try:
-    _fromUtf8 = QtCore.QString.fromUtf8
-except AttributeError:
-    def _fromUtf8(s):
-        return s
-
-try:
-    _encoding = QtGui.QApplication.UnicodeUTF8
-    def _translate(context, text, disambig):
-        return QtGui.QApplication.translate(context, text, disambig, _encoding)
-except AttributeError:
-    def _translate(context, text, disambig):
-        return QtGui.QApplication.translate(context, text, disambig)
+from PyQt5 import QtCore, QtGui, QtWidgets
 
 class Ui_FolksonomyOptionsPage(object):
     def setupUi(self, FolksonomyOptionsPage):
-        FolksonomyOptionsPage.setObjectName(_fromUtf8("FolksonomyOptionsPage"))
+        FolksonomyOptionsPage.setObjectName("FolksonomyOptionsPage")
         FolksonomyOptionsPage.resize(590, 304)
-        self.verticalLayout_2 = QtGui.QVBoxLayout(FolksonomyOptionsPage)
-        self.verticalLayout_2.setObjectName(_fromUtf8("verticalLayout_2"))
-        self.rename_files_3 = QtGui.QGroupBox(FolksonomyOptionsPage)
-        self.rename_files_3.setObjectName(_fromUtf8("rename_files_3"))
-        self.verticalLayout = QtGui.QVBoxLayout(self.rename_files_3)
-        self.verticalLayout.setObjectName(_fromUtf8("verticalLayout"))
-        self.ignore_tags_2 = QtGui.QLabel(self.rename_files_3)
-        self.ignore_tags_2.setObjectName(_fromUtf8("ignore_tags_2"))
+        self.verticalLayout_2 = QtWidgets.QVBoxLayout(FolksonomyOptionsPage)
+        self.verticalLayout_2.setObjectName("verticalLayout_2")
+        self.rename_files_3 = QtWidgets.QGroupBox(FolksonomyOptionsPage)
+        self.rename_files_3.setObjectName("rename_files_3")
+        self.verticalLayout = QtWidgets.QVBoxLayout(self.rename_files_3)
+        self.verticalLayout.setObjectName("verticalLayout")
+        self.ignore_tags_2 = QtWidgets.QLabel(self.rename_files_3)
+        self.ignore_tags_2.setObjectName("ignore_tags_2")
         self.verticalLayout.addWidget(self.ignore_tags_2)
-        self.ignore_tags = QtGui.QLineEdit(self.rename_files_3)
-        self.ignore_tags.setObjectName(_fromUtf8("ignore_tags"))
+        self.ignore_tags = QtWidgets.QLineEdit(self.rename_files_3)
+        self.ignore_tags.setObjectName("ignore_tags")
         self.verticalLayout.addWidget(self.ignore_tags)
-        self.only_my_tags = QtGui.QCheckBox(self.rename_files_3)
-        self.only_my_tags.setObjectName(_fromUtf8("only_my_tags"))
+        self.only_my_tags = QtWidgets.QCheckBox(self.rename_files_3)
+        self.only_my_tags.setObjectName("only_my_tags")
         self.verticalLayout.addWidget(self.only_my_tags)
-        self.artists_tags = QtGui.QCheckBox(self.rename_files_3)
+        self.artists_tags = QtWidgets.QCheckBox(self.rename_files_3)
         self.artists_tags.setEnabled(True)
-        self.artists_tags.setObjectName(_fromUtf8("artists_tags"))
+        self.artists_tags.setObjectName("artists_tags")
         self.verticalLayout.addWidget(self.artists_tags)
-        self.hboxlayout = QtGui.QHBoxLayout()
+        self.hboxlayout = QtWidgets.QHBoxLayout()
+        self.hboxlayout.setContentsMargins(0, 0, 0, 0)
         self.hboxlayout.setSpacing(6)
-        self.hboxlayout.setMargin(0)
-        self.hboxlayout.setObjectName(_fromUtf8("hboxlayout"))
-        self.label_5 = QtGui.QLabel(self.rename_files_3)
-        sizePolicy = QtGui.QSizePolicy(QtGui.QSizePolicy.Expanding, QtGui.QSizePolicy.Preferred)
+        self.hboxlayout.setObjectName("hboxlayout")
+        self.label_5 = QtWidgets.QLabel(self.rename_files_3)
+        sizePolicy = QtWidgets.QSizePolicy(QtWidgets.QSizePolicy.Expanding, QtWidgets.QSizePolicy.Preferred)
         sizePolicy.setHorizontalStretch(0)
         sizePolicy.setVerticalStretch(0)
         sizePolicy.setHeightForWidth(self.label_5.sizePolicy().hasHeightForWidth())
         self.label_5.setSizePolicy(sizePolicy)
-        self.label_5.setObjectName(_fromUtf8("label_5"))
+        self.label_5.setObjectName("label_5")
         self.hboxlayout.addWidget(self.label_5)
-        self.min_tag_usage = QtGui.QSpinBox(self.rename_files_3)
+        self.min_tag_usage = QtWidgets.QSpinBox(self.rename_files_3)
         self.min_tag_usage.setMaximum(100)
-        self.min_tag_usage.setObjectName(_fromUtf8("min_tag_usage"))
+        self.min_tag_usage.setObjectName("min_tag_usage")
         self.hboxlayout.addWidget(self.min_tag_usage)
         self.verticalLayout.addLayout(self.hboxlayout)
-        self.hboxlayout1 = QtGui.QHBoxLayout()
+        self.hboxlayout1 = QtWidgets.QHBoxLayout()
+        self.hboxlayout1.setContentsMargins(0, 0, 0, 0)
         self.hboxlayout1.setSpacing(6)
-        self.hboxlayout1.setMargin(0)
-        self.hboxlayout1.setObjectName(_fromUtf8("hboxlayout1"))
-        self.label_6 = QtGui.QLabel(self.rename_files_3)
-        sizePolicy = QtGui.QSizePolicy(QtGui.QSizePolicy.Expanding, QtGui.QSizePolicy.Preferred)
+        self.hboxlayout1.setObjectName("hboxlayout1")
+        self.label_6 = QtWidgets.QLabel(self.rename_files_3)
+        sizePolicy = QtWidgets.QSizePolicy(QtWidgets.QSizePolicy.Expanding, QtWidgets.QSizePolicy.Preferred)
         sizePolicy.setHorizontalStretch(0)
         sizePolicy.setVerticalStretch(0)
         sizePolicy.setHeightForWidth(self.label_6.sizePolicy().hasHeightForWidth())
         self.label_6.setSizePolicy(sizePolicy)
-        self.label_6.setObjectName(_fromUtf8("label_6"))
+        self.label_6.setObjectName("label_6")
         self.hboxlayout1.addWidget(self.label_6)
-        self.max_tags = QtGui.QSpinBox(self.rename_files_3)
+        self.max_tags = QtWidgets.QSpinBox(self.rename_files_3)
         self.max_tags.setMaximum(100)
-        self.max_tags.setObjectName(_fromUtf8("max_tags"))
+        self.max_tags.setObjectName("max_tags")
         self.hboxlayout1.addWidget(self.max_tags)
         self.verticalLayout.addLayout(self.hboxlayout1)
-        self.hboxlayout2 = QtGui.QHBoxLayout()
+        self.hboxlayout2 = QtWidgets.QHBoxLayout()
+        self.hboxlayout2.setContentsMargins(0, 0, 0, 0)
         self.hboxlayout2.setSpacing(6)
-        self.hboxlayout2.setMargin(0)
-        self.hboxlayout2.setObjectName(_fromUtf8("hboxlayout2"))
-        self.ignore_tags_4 = QtGui.QLabel(self.rename_files_3)
-        sizePolicy = QtGui.QSizePolicy(QtGui.QSizePolicy.Preferred, QtGui.QSizePolicy.Preferred)
+        self.hboxlayout2.setObjectName("hboxlayout2")
+        self.ignore_tags_4 = QtWidgets.QLabel(self.rename_files_3)
+        sizePolicy = QtWidgets.QSizePolicy(QtWidgets.QSizePolicy.Preferred, QtWidgets.QSizePolicy.Preferred)
         sizePolicy.setHorizontalStretch(4)
         sizePolicy.setVerticalStretch(0)
         sizePolicy.setHeightForWidth(self.ignore_tags_4.sizePolicy().hasHeightForWidth())
         self.ignore_tags_4.setSizePolicy(sizePolicy)
-        self.ignore_tags_4.setObjectName(_fromUtf8("ignore_tags_4"))
+        self.ignore_tags_4.setObjectName("ignore_tags_4")
         self.hboxlayout2.addWidget(self.ignore_tags_4)
-        self.join_tags = QtGui.QComboBox(self.rename_files_3)
-        sizePolicy = QtGui.QSizePolicy(QtGui.QSizePolicy.Preferred, QtGui.QSizePolicy.Fixed)
+        self.join_tags = QtWidgets.QComboBox(self.rename_files_3)
+        sizePolicy = QtWidgets.QSizePolicy(QtWidgets.QSizePolicy.Preferred, QtWidgets.QSizePolicy.Fixed)
         sizePolicy.setHorizontalStretch(1)
         sizePolicy.setVerticalStretch(0)
         sizePolicy.setHeightForWidth(self.join_tags.sizePolicy().hasHeightForWidth())
         self.join_tags.setSizePolicy(sizePolicy)
         self.join_tags.setEditable(True)
-        self.join_tags.setObjectName(_fromUtf8("join_tags"))
-        self.join_tags.addItem(_fromUtf8(""))
-        self.join_tags.setItemText(0, _fromUtf8(""))
-        self.join_tags.addItem(_fromUtf8(""))
-        self.join_tags.addItem(_fromUtf8(""))
+        self.join_tags.setObjectName("join_tags")
+        self.join_tags.addItem("")
+        self.join_tags.setItemText(0, "")
+        self.join_tags.addItem("")
+        self.join_tags.addItem("")
         self.hboxlayout2.addWidget(self.join_tags)
         self.verticalLayout.addLayout(self.hboxlayout2)
         self.verticalLayout_2.addWidget(self.rename_files_3)
-        spacerItem = QtGui.QSpacerItem(181, 31, QtGui.QSizePolicy.Minimum, QtGui.QSizePolicy.Expanding)
+        spacerItem = QtWidgets.QSpacerItem(181, 31, QtWidgets.QSizePolicy.Minimum, QtWidgets.QSizePolicy.Expanding)
         self.verticalLayout_2.addItem(spacerItem)
         self.label_5.setBuddy(self.min_tag_usage)
         self.label_6.setBuddy(self.min_tag_usage)
@@ -112,6 +98,7 @@ class Ui_FolksonomyOptionsPage(object):
         QtCore.QMetaObject.connectSlotsByName(FolksonomyOptionsPage)
 
     def retranslateUi(self, FolksonomyOptionsPage):
+        _translate = QtCore.QCoreApplication.translate
         self.rename_files_3.setTitle(_("Folksonomy Tags"))
         self.ignore_tags_2.setText(_("Ignore tags:"))
         self.only_my_tags.setText(_("Only use my tags"))
diff --git a/picard/ui/ui_options_general.py b/picard/ui/ui_options_general.py
index 12dbb0383..77aafbb54 100644
--- a/picard/ui/ui_options_general.py
+++ b/picard/ui/ui_options_general.py
@@ -3,85 +3,71 @@
 # Automatically generated - don't edit.
 # Use `python setup.py build_ui` to update it.
 
-from PyQt4 import QtCore, QtGui
-
-try:
-    _fromUtf8 = QtCore.QString.fromUtf8
-except AttributeError:
-    def _fromUtf8(s):
-        return s
-
-try:
-    _encoding = QtGui.QApplication.UnicodeUTF8
-    def _translate(context, text, disambig):
-        return QtGui.QApplication.translate(context, text, disambig, _encoding)
-except AttributeError:
-    def _translate(context, text, disambig):
-        return QtGui.QApplication.translate(context, text, disambig)
+from PyQt5 import QtCore, QtGui, QtWidgets
 
 class Ui_GeneralOptionsPage(object):
     def setupUi(self, GeneralOptionsPage):
-        GeneralOptionsPage.setObjectName(_fromUtf8("GeneralOptionsPage"))
+        GeneralOptionsPage.setObjectName("GeneralOptionsPage")
         GeneralOptionsPage.resize(283, 435)
-        self.vboxlayout = QtGui.QVBoxLayout(GeneralOptionsPage)
-        self.vboxlayout.setObjectName(_fromUtf8("vboxlayout"))
-        self.groupBox = QtGui.QGroupBox(GeneralOptionsPage)
-        self.groupBox.setObjectName(_fromUtf8("groupBox"))
-        self.gridlayout = QtGui.QGridLayout(self.groupBox)
+        self.vboxlayout = QtWidgets.QVBoxLayout(GeneralOptionsPage)
+        self.vboxlayout.setObjectName("vboxlayout")
+        self.groupBox = QtWidgets.QGroupBox(GeneralOptionsPage)
+        self.groupBox.setObjectName("groupBox")
+        self.gridlayout = QtWidgets.QGridLayout(self.groupBox)
         self.gridlayout.setSpacing(2)
-        self.gridlayout.setObjectName(_fromUtf8("gridlayout"))
-        self.server_host = QtGui.QComboBox(self.groupBox)
-        sizePolicy = QtGui.QSizePolicy(QtGui.QSizePolicy.Expanding, QtGui.QSizePolicy.Fixed)
+        self.gridlayout.setObjectName("gridlayout")
+        self.server_host = QtWidgets.QComboBox(self.groupBox)
+        sizePolicy = QtWidgets.QSizePolicy(QtWidgets.QSizePolicy.Expanding, QtWidgets.QSizePolicy.Fixed)
         sizePolicy.setHorizontalStretch(0)
         sizePolicy.setVerticalStretch(0)
         sizePolicy.setHeightForWidth(self.server_host.sizePolicy().hasHeightForWidth())
         self.server_host.setSizePolicy(sizePolicy)
         self.server_host.setEditable(True)
-        self.server_host.setObjectName(_fromUtf8("server_host"))
+        self.server_host.setObjectName("server_host")
         self.gridlayout.addWidget(self.server_host, 1, 0, 1, 1)
-        self.label_7 = QtGui.QLabel(self.groupBox)
-        self.label_7.setObjectName(_fromUtf8("label_7"))
+        self.label_7 = QtWidgets.QLabel(self.groupBox)
+        self.label_7.setObjectName("label_7")
         self.gridlayout.addWidget(self.label_7, 0, 1, 1, 1)
-        self.server_port = QtGui.QSpinBox(self.groupBox)
+        self.server_port = QtWidgets.QSpinBox(self.groupBox)
         self.server_port.setMinimum(1)
         self.server_port.setMaximum(65535)
         self.server_port.setProperty("value", 80)
-        self.server_port.setObjectName(_fromUtf8("server_port"))
+        self.server_port.setObjectName("server_port")
         self.gridlayout.addWidget(self.server_port, 1, 1, 1, 1)
-        self.label = QtGui.QLabel(self.groupBox)
-        self.label.setObjectName(_fromUtf8("label"))
+        self.label = QtWidgets.QLabel(self.groupBox)
+        self.label.setObjectName("label")
         self.gridlayout.addWidget(self.label, 0, 0, 1, 1)
         self.vboxlayout.addWidget(self.groupBox)
-        self.rename_files_2 = QtGui.QGroupBox(GeneralOptionsPage)
-        self.rename_files_2.setObjectName(_fromUtf8("rename_files_2"))
-        self.gridlayout1 = QtGui.QGridLayout(self.rename_files_2)
+        self.rename_files_2 = QtWidgets.QGroupBox(GeneralOptionsPage)
+        self.rename_files_2.setObjectName("rename_files_2")
+        self.gridlayout1 = QtWidgets.QGridLayout(self.rename_files_2)
         self.gridlayout1.setSpacing(2)
-        self.gridlayout1.setObjectName(_fromUtf8("gridlayout1"))
-        self.login = QtGui.QPushButton(self.rename_files_2)
-        self.login.setObjectName(_fromUtf8("login"))
+        self.gridlayout1.setObjectName("gridlayout1")
+        self.login = QtWidgets.QPushButton(self.rename_files_2)
+        self.login.setObjectName("login")
         self.gridlayout1.addWidget(self.login, 1, 0, 1, 1)
-        spacerItem = QtGui.QSpacerItem(40, 20, QtGui.QSizePolicy.Expanding, QtGui.QSizePolicy.Minimum)
+        spacerItem = QtWidgets.QSpacerItem(40, 20, QtWidgets.QSizePolicy.Expanding, QtWidgets.QSizePolicy.Minimum)
         self.gridlayout1.addItem(spacerItem, 1, 2, 1, 1)
-        self.logout = QtGui.QPushButton(self.rename_files_2)
-        self.logout.setObjectName(_fromUtf8("logout"))
+        self.logout = QtWidgets.QPushButton(self.rename_files_2)
+        self.logout.setObjectName("logout")
         self.gridlayout1.addWidget(self.logout, 1, 1, 1, 1)
-        self.logged_in = QtGui.QLabel(self.rename_files_2)
-        self.logged_in.setText(_fromUtf8(""))
-        self.logged_in.setObjectName(_fromUtf8("logged_in"))
+        self.logged_in = QtWidgets.QLabel(self.rename_files_2)
+        self.logged_in.setText("")
+        self.logged_in.setObjectName("logged_in")
         self.gridlayout1.addWidget(self.logged_in, 0, 0, 1, 3)
         self.vboxlayout.addWidget(self.rename_files_2)
-        self.groupBox_2 = QtGui.QGroupBox(GeneralOptionsPage)
-        self.groupBox_2.setObjectName(_fromUtf8("groupBox_2"))
-        self.verticalLayout = QtGui.QVBoxLayout(self.groupBox_2)
-        self.verticalLayout.setObjectName(_fromUtf8("verticalLayout"))
-        self.analyze_new_files = QtGui.QCheckBox(self.groupBox_2)
-        self.analyze_new_files.setObjectName(_fromUtf8("analyze_new_files"))
+        self.groupBox_2 = QtWidgets.QGroupBox(GeneralOptionsPage)
+        self.groupBox_2.setObjectName("groupBox_2")
+        self.verticalLayout = QtWidgets.QVBoxLayout(self.groupBox_2)
+        self.verticalLayout.setObjectName("verticalLayout")
+        self.analyze_new_files = QtWidgets.QCheckBox(self.groupBox_2)
+        self.analyze_new_files.setObjectName("analyze_new_files")
         self.verticalLayout.addWidget(self.analyze_new_files)
-        self.ignore_file_mbids = QtGui.QCheckBox(self.groupBox_2)
-        self.ignore_file_mbids.setObjectName(_fromUtf8("ignore_file_mbids"))
+        self.ignore_file_mbids = QtWidgets.QCheckBox(self.groupBox_2)
+        self.ignore_file_mbids.setObjectName("ignore_file_mbids")
         self.verticalLayout.addWidget(self.ignore_file_mbids)
         self.vboxlayout.addWidget(self.groupBox_2)
-        spacerItem1 = QtGui.QSpacerItem(181, 21, QtGui.QSizePolicy.Minimum, QtGui.QSizePolicy.Expanding)
+        spacerItem1 = QtWidgets.QSpacerItem(181, 21, QtWidgets.QSizePolicy.Minimum, QtWidgets.QSizePolicy.Expanding)
         self.vboxlayout.addItem(spacerItem1)
 
         self.retranslateUi(GeneralOptionsPage)
@@ -89,6 +75,7 @@ class Ui_GeneralOptionsPage(object):
         GeneralOptionsPage.setTabOrder(self.server_host, self.server_port)
 
     def retranslateUi(self, GeneralOptionsPage):
+        _translate = QtCore.QCoreApplication.translate
         self.groupBox.setTitle(_("MusicBrainz Server"))
         self.label_7.setText(_("Port:"))
         self.label.setText(_("Server address:"))
diff --git a/picard/ui/ui_options_interface.py b/picard/ui/ui_options_interface.py
index cbbf1eeb4..9bab893ae 100644
--- a/picard/ui/ui_options_interface.py
+++ b/picard/ui/ui_options_interface.py
@@ -3,114 +3,100 @@
 # Automatically generated - don't edit.
 # Use `python setup.py build_ui` to update it.
 
-from PyQt4 import QtCore, QtGui
-
-try:
-    _fromUtf8 = QtCore.QString.fromUtf8
-except AttributeError:
-    def _fromUtf8(s):
-        return s
-
-try:
-    _encoding = QtGui.QApplication.UnicodeUTF8
-    def _translate(context, text, disambig):
-        return QtGui.QApplication.translate(context, text, disambig, _encoding)
-except AttributeError:
-    def _translate(context, text, disambig):
-        return QtGui.QApplication.translate(context, text, disambig)
+from PyQt5 import QtCore, QtGui, QtWidgets
 
 class Ui_InterfaceOptionsPage(object):
     def setupUi(self, InterfaceOptionsPage):
-        InterfaceOptionsPage.setObjectName(_fromUtf8("InterfaceOptionsPage"))
+        InterfaceOptionsPage.setObjectName("InterfaceOptionsPage")
         InterfaceOptionsPage.resize(466, 500)
-        self.vboxlayout = QtGui.QVBoxLayout(InterfaceOptionsPage)
-        self.vboxlayout.setObjectName(_fromUtf8("vboxlayout"))
-        self.groupBox_2 = QtGui.QGroupBox(InterfaceOptionsPage)
-        self.groupBox_2.setObjectName(_fromUtf8("groupBox_2"))
-        self.vboxlayout1 = QtGui.QVBoxLayout(self.groupBox_2)
-        self.vboxlayout1.setObjectName(_fromUtf8("vboxlayout1"))
-        self.toolbar_show_labels = QtGui.QCheckBox(self.groupBox_2)
-        self.toolbar_show_labels.setObjectName(_fromUtf8("toolbar_show_labels"))
+        self.vboxlayout = QtWidgets.QVBoxLayout(InterfaceOptionsPage)
+        self.vboxlayout.setObjectName("vboxlayout")
+        self.groupBox_2 = QtWidgets.QGroupBox(InterfaceOptionsPage)
+        self.groupBox_2.setObjectName("groupBox_2")
+        self.vboxlayout1 = QtWidgets.QVBoxLayout(self.groupBox_2)
+        self.vboxlayout1.setObjectName("vboxlayout1")
+        self.toolbar_show_labels = QtWidgets.QCheckBox(self.groupBox_2)
+        self.toolbar_show_labels.setObjectName("toolbar_show_labels")
         self.vboxlayout1.addWidget(self.toolbar_show_labels)
-        self.toolbar_multiselect = QtGui.QCheckBox(self.groupBox_2)
-        self.toolbar_multiselect.setObjectName(_fromUtf8("toolbar_multiselect"))
+        self.toolbar_multiselect = QtWidgets.QCheckBox(self.groupBox_2)
+        self.toolbar_multiselect.setObjectName("toolbar_multiselect")
         self.vboxlayout1.addWidget(self.toolbar_multiselect)
-        self.builtin_search = QtGui.QCheckBox(self.groupBox_2)
-        self.builtin_search.setObjectName(_fromUtf8("builtin_search"))
+        self.builtin_search = QtWidgets.QCheckBox(self.groupBox_2)
+        self.builtin_search.setObjectName("builtin_search")
         self.vboxlayout1.addWidget(self.builtin_search)
-        self.use_adv_search_syntax = QtGui.QCheckBox(self.groupBox_2)
-        self.use_adv_search_syntax.setObjectName(_fromUtf8("use_adv_search_syntax"))
+        self.use_adv_search_syntax = QtWidgets.QCheckBox(self.groupBox_2)
+        self.use_adv_search_syntax.setObjectName("use_adv_search_syntax")
         self.vboxlayout1.addWidget(self.use_adv_search_syntax)
-        self.quit_confirmation = QtGui.QCheckBox(self.groupBox_2)
-        self.quit_confirmation.setObjectName(_fromUtf8("quit_confirmation"))
+        self.quit_confirmation = QtWidgets.QCheckBox(self.groupBox_2)
+        self.quit_confirmation.setObjectName("quit_confirmation")
         self.vboxlayout1.addWidget(self.quit_confirmation)
-        self.starting_directory = QtGui.QCheckBox(self.groupBox_2)
-        self.starting_directory.setObjectName(_fromUtf8("starting_directory"))
+        self.starting_directory = QtWidgets.QCheckBox(self.groupBox_2)
+        self.starting_directory.setObjectName("starting_directory")
         self.vboxlayout1.addWidget(self.starting_directory)
-        self.horizontalLayout_4 = QtGui.QHBoxLayout()
+        self.horizontalLayout_4 = QtWidgets.QHBoxLayout()
         self.horizontalLayout_4.setSpacing(2)
-        self.horizontalLayout_4.setObjectName(_fromUtf8("horizontalLayout_4"))
-        self.starting_directory_path = QtGui.QLineEdit(self.groupBox_2)
+        self.horizontalLayout_4.setObjectName("horizontalLayout_4")
+        self.starting_directory_path = QtWidgets.QLineEdit(self.groupBox_2)
         self.starting_directory_path.setEnabled(False)
-        self.starting_directory_path.setObjectName(_fromUtf8("starting_directory_path"))
+        self.starting_directory_path.setObjectName("starting_directory_path")
         self.horizontalLayout_4.addWidget(self.starting_directory_path)
-        self.starting_directory_browse = QtGui.QPushButton(self.groupBox_2)
+        self.starting_directory_browse = QtWidgets.QPushButton(self.groupBox_2)
         self.starting_directory_browse.setEnabled(False)
-        self.starting_directory_browse.setObjectName(_fromUtf8("starting_directory_browse"))
+        self.starting_directory_browse.setObjectName("starting_directory_browse")
         self.horizontalLayout_4.addWidget(self.starting_directory_browse)
         self.vboxlayout1.addLayout(self.horizontalLayout_4)
-        self.label = QtGui.QLabel(self.groupBox_2)
-        self.label.setObjectName(_fromUtf8("label"))
+        self.label = QtWidgets.QLabel(self.groupBox_2)
+        self.label.setObjectName("label")
         self.vboxlayout1.addWidget(self.label)
-        self.horizontalLayout = QtGui.QHBoxLayout()
-        self.horizontalLayout.setObjectName(_fromUtf8("horizontalLayout"))
-        self.ui_language = QtGui.QComboBox(self.groupBox_2)
-        self.ui_language.setObjectName(_fromUtf8("ui_language"))
+        self.horizontalLayout = QtWidgets.QHBoxLayout()
+        self.horizontalLayout.setObjectName("horizontalLayout")
+        self.ui_language = QtWidgets.QComboBox(self.groupBox_2)
+        self.ui_language.setObjectName("ui_language")
         self.horizontalLayout.addWidget(self.ui_language)
-        spacerItem = QtGui.QSpacerItem(40, 20, QtGui.QSizePolicy.Expanding, QtGui.QSizePolicy.Minimum)
+        spacerItem = QtWidgets.QSpacerItem(40, 20, QtWidgets.QSizePolicy.Expanding, QtWidgets.QSizePolicy.Minimum)
         self.horizontalLayout.addItem(spacerItem)
         self.vboxlayout1.addLayout(self.horizontalLayout)
         self.vboxlayout.addWidget(self.groupBox_2)
-        self.customize_toolbar_box = QtGui.QGroupBox(InterfaceOptionsPage)
-        sizePolicy = QtGui.QSizePolicy(QtGui.QSizePolicy.MinimumExpanding, QtGui.QSizePolicy.Preferred)
+        self.customize_toolbar_box = QtWidgets.QGroupBox(InterfaceOptionsPage)
+        sizePolicy = QtWidgets.QSizePolicy(QtWidgets.QSizePolicy.MinimumExpanding, QtWidgets.QSizePolicy.Preferred)
         sizePolicy.setHorizontalStretch(0)
         sizePolicy.setVerticalStretch(0)
         sizePolicy.setHeightForWidth(self.customize_toolbar_box.sizePolicy().hasHeightForWidth())
         self.customize_toolbar_box.setSizePolicy(sizePolicy)
-        self.customize_toolbar_box.setObjectName(_fromUtf8("customize_toolbar_box"))
-        self.verticalLayout = QtGui.QVBoxLayout(self.customize_toolbar_box)
-        self.verticalLayout.setObjectName(_fromUtf8("verticalLayout"))
-        self.toolbar_layout_list = QtGui.QListWidget(self.customize_toolbar_box)
-        sizePolicy = QtGui.QSizePolicy(QtGui.QSizePolicy.Expanding, QtGui.QSizePolicy.Expanding)
+        self.customize_toolbar_box.setObjectName("customize_toolbar_box")
+        self.verticalLayout = QtWidgets.QVBoxLayout(self.customize_toolbar_box)
+        self.verticalLayout.setObjectName("verticalLayout")
+        self.toolbar_layout_list = QtWidgets.QListWidget(self.customize_toolbar_box)
+        sizePolicy = QtWidgets.QSizePolicy(QtWidgets.QSizePolicy.Expanding, QtWidgets.QSizePolicy.Expanding)
         sizePolicy.setHorizontalStretch(0)
         sizePolicy.setVerticalStretch(0)
         sizePolicy.setHeightForWidth(self.toolbar_layout_list.sizePolicy().hasHeightForWidth())
         self.toolbar_layout_list.setSizePolicy(sizePolicy)
-        self.toolbar_layout_list.setObjectName(_fromUtf8("toolbar_layout_list"))
+        self.toolbar_layout_list.setObjectName("toolbar_layout_list")
         self.verticalLayout.addWidget(self.toolbar_layout_list)
-        self.edit_button_box = QtGui.QWidget(self.customize_toolbar_box)
-        self.edit_button_box.setObjectName(_fromUtf8("edit_button_box"))
-        self.edit_box_layout = QtGui.QHBoxLayout(self.edit_button_box)
-        self.edit_box_layout.setMargin(0)
-        self.edit_box_layout.setObjectName(_fromUtf8("edit_box_layout"))
-        self.add_button = QtGui.QPushButton(self.edit_button_box)
-        self.add_button.setObjectName(_fromUtf8("add_button"))
+        self.edit_button_box = QtWidgets.QWidget(self.customize_toolbar_box)
+        self.edit_button_box.setObjectName("edit_button_box")
+        self.edit_box_layout = QtWidgets.QHBoxLayout(self.edit_button_box)
+        self.edit_box_layout.setContentsMargins(0, 0, 0, 0)
+        self.edit_box_layout.setObjectName("edit_box_layout")
+        self.add_button = QtWidgets.QPushButton(self.edit_button_box)
+        self.add_button.setObjectName("add_button")
         self.edit_box_layout.addWidget(self.add_button)
-        self.insert_separator_button = QtGui.QPushButton(self.edit_button_box)
-        self.insert_separator_button.setObjectName(_fromUtf8("insert_separator_button"))
+        self.insert_separator_button = QtWidgets.QPushButton(self.edit_button_box)
+        self.insert_separator_button.setObjectName("insert_separator_button")
         self.edit_box_layout.addWidget(self.insert_separator_button)
-        spacerItem1 = QtGui.QSpacerItem(50, 20, QtGui.QSizePolicy.MinimumExpanding, QtGui.QSizePolicy.Minimum)
+        spacerItem1 = QtWidgets.QSpacerItem(50, 20, QtWidgets.QSizePolicy.MinimumExpanding, QtWidgets.QSizePolicy.Minimum)
         self.edit_box_layout.addItem(spacerItem1)
-        self.up_button = QtGui.QToolButton(self.edit_button_box)
+        self.up_button = QtWidgets.QToolButton(self.edit_button_box)
         self.up_button.setArrowType(QtCore.Qt.UpArrow)
-        self.up_button.setObjectName(_fromUtf8("up_button"))
+        self.up_button.setObjectName("up_button")
         self.edit_box_layout.addWidget(self.up_button)
-        self.down_button = QtGui.QToolButton(self.edit_button_box)
+        self.down_button = QtWidgets.QToolButton(self.edit_button_box)
         self.down_button.setArrowType(QtCore.Qt.DownArrow)
-        self.down_button.setObjectName(_fromUtf8("down_button"))
+        self.down_button.setObjectName("down_button")
         self.edit_box_layout.addWidget(self.down_button)
-        self.remove_button = QtGui.QPushButton(self.edit_button_box)
-        self.remove_button.setObjectName(_fromUtf8("remove_button"))
+        self.remove_button = QtWidgets.QPushButton(self.edit_button_box)
+        self.remove_button.setObjectName("remove_button")
         self.edit_box_layout.addWidget(self.remove_button)
         self.verticalLayout.addWidget(self.edit_button_box)
         self.vboxlayout.addWidget(self.customize_toolbar_box)
@@ -119,6 +105,7 @@ class Ui_InterfaceOptionsPage(object):
         QtCore.QMetaObject.connectSlotsByName(InterfaceOptionsPage)
 
     def retranslateUi(self, InterfaceOptionsPage):
+        _translate = QtCore.QCoreApplication.translate
         self.groupBox_2.setTitle(_("Miscellaneous"))
         self.toolbar_show_labels.setText(_("Show text labels under icons"))
         self.toolbar_multiselect.setText(_("Allow selection of multiple directories"))
diff --git a/picard/ui/ui_options_matching.py b/picard/ui/ui_options_matching.py
index b3ffe5b2c..cbae76210 100644
--- a/picard/ui/ui_options_matching.py
+++ b/picard/ui/ui_options_matching.py
@@ -3,62 +3,57 @@
 # Automatically generated - don't edit.
 # Use `python setup.py build_ui` to update it.
 
-from PyQt4 import QtCore, QtGui
-
-try:
-    _fromUtf8 = QtCore.QString.fromUtf8
-except AttributeError:
-    _fromUtf8 = lambda s: s
+from PyQt5 import QtCore, QtGui, QtWidgets
 
 class Ui_MatchingOptionsPage(object):
     def setupUi(self, MatchingOptionsPage):
-        MatchingOptionsPage.setObjectName(_fromUtf8("MatchingOptionsPage"))
+        MatchingOptionsPage.setObjectName("MatchingOptionsPage")
         MatchingOptionsPage.resize(413, 612)
-        self.vboxlayout = QtGui.QVBoxLayout(MatchingOptionsPage)
-        self.vboxlayout.setObjectName(_fromUtf8("vboxlayout"))
-        self.rename_files = QtGui.QGroupBox(MatchingOptionsPage)
-        self.rename_files.setObjectName(_fromUtf8("rename_files"))
-        self.gridlayout = QtGui.QGridLayout(self.rename_files)
+        self.vboxlayout = QtWidgets.QVBoxLayout(MatchingOptionsPage)
+        self.vboxlayout.setObjectName("vboxlayout")
+        self.rename_files = QtWidgets.QGroupBox(MatchingOptionsPage)
+        self.rename_files.setObjectName("rename_files")
+        self.gridlayout = QtWidgets.QGridLayout(self.rename_files)
         self.gridlayout.setSpacing(2)
-        self.gridlayout.setObjectName(_fromUtf8("gridlayout"))
-        self.label_6 = QtGui.QLabel(self.rename_files)
-        sizePolicy = QtGui.QSizePolicy(QtGui.QSizePolicy.Expanding, QtGui.QSizePolicy.Preferred)
+        self.gridlayout.setObjectName("gridlayout")
+        self.label_6 = QtWidgets.QLabel(self.rename_files)
+        sizePolicy = QtWidgets.QSizePolicy(QtWidgets.QSizePolicy.Expanding, QtWidgets.QSizePolicy.Preferred)
         sizePolicy.setHorizontalStretch(0)
         sizePolicy.setVerticalStretch(0)
         sizePolicy.setHeightForWidth(self.label_6.sizePolicy().hasHeightForWidth())
         self.label_6.setSizePolicy(sizePolicy)
-        self.label_6.setObjectName(_fromUtf8("label_6"))
+        self.label_6.setObjectName("label_6")
         self.gridlayout.addWidget(self.label_6, 2, 0, 1, 1)
-        self.track_matching_threshold = QtGui.QSpinBox(self.rename_files)
+        self.track_matching_threshold = QtWidgets.QSpinBox(self.rename_files)
         self.track_matching_threshold.setMaximum(100)
-        self.track_matching_threshold.setObjectName(_fromUtf8("track_matching_threshold"))
+        self.track_matching_threshold.setObjectName("track_matching_threshold")
         self.gridlayout.addWidget(self.track_matching_threshold, 2, 1, 1, 1)
-        self.cluster_lookup_threshold = QtGui.QSpinBox(self.rename_files)
+        self.cluster_lookup_threshold = QtWidgets.QSpinBox(self.rename_files)
         self.cluster_lookup_threshold.setMaximum(100)
-        self.cluster_lookup_threshold.setObjectName(_fromUtf8("cluster_lookup_threshold"))
+        self.cluster_lookup_threshold.setObjectName("cluster_lookup_threshold")
         self.gridlayout.addWidget(self.cluster_lookup_threshold, 1, 1, 1, 1)
-        self.file_lookup_threshold = QtGui.QSpinBox(self.rename_files)
+        self.file_lookup_threshold = QtWidgets.QSpinBox(self.rename_files)
         self.file_lookup_threshold.setMaximum(100)
-        self.file_lookup_threshold.setObjectName(_fromUtf8("file_lookup_threshold"))
+        self.file_lookup_threshold.setObjectName("file_lookup_threshold")
         self.gridlayout.addWidget(self.file_lookup_threshold, 0, 1, 1, 1)
-        self.label_4 = QtGui.QLabel(self.rename_files)
-        sizePolicy = QtGui.QSizePolicy(QtGui.QSizePolicy.Expanding, QtGui.QSizePolicy.Preferred)
+        self.label_4 = QtWidgets.QLabel(self.rename_files)
+        sizePolicy = QtWidgets.QSizePolicy(QtWidgets.QSizePolicy.Expanding, QtWidgets.QSizePolicy.Preferred)
         sizePolicy.setHorizontalStretch(0)
         sizePolicy.setVerticalStretch(0)
         sizePolicy.setHeightForWidth(self.label_4.sizePolicy().hasHeightForWidth())
         self.label_4.setSizePolicy(sizePolicy)
-        self.label_4.setObjectName(_fromUtf8("label_4"))
+        self.label_4.setObjectName("label_4")
         self.gridlayout.addWidget(self.label_4, 0, 0, 1, 1)
-        self.label_5 = QtGui.QLabel(self.rename_files)
-        sizePolicy = QtGui.QSizePolicy(QtGui.QSizePolicy.Expanding, QtGui.QSizePolicy.Preferred)
+        self.label_5 = QtWidgets.QLabel(self.rename_files)
+        sizePolicy = QtWidgets.QSizePolicy(QtWidgets.QSizePolicy.Expanding, QtWidgets.QSizePolicy.Preferred)
         sizePolicy.setHorizontalStretch(0)
         sizePolicy.setVerticalStretch(0)
         sizePolicy.setHeightForWidth(self.label_5.sizePolicy().hasHeightForWidth())
         self.label_5.setSizePolicy(sizePolicy)
-        self.label_5.setObjectName(_fromUtf8("label_5"))
+        self.label_5.setObjectName("label_5")
         self.gridlayout.addWidget(self.label_5, 1, 0, 1, 1)
         self.vboxlayout.addWidget(self.rename_files)
-        spacerItem = QtGui.QSpacerItem(20, 41, QtGui.QSizePolicy.Minimum, QtGui.QSizePolicy.Expanding)
+        spacerItem = QtWidgets.QSpacerItem(20, 41, QtWidgets.QSizePolicy.Minimum, QtWidgets.QSizePolicy.Expanding)
         self.vboxlayout.addItem(spacerItem)
         self.label_6.setBuddy(self.file_lookup_threshold)
         self.label_4.setBuddy(self.file_lookup_threshold)
@@ -70,6 +65,7 @@ class Ui_MatchingOptionsPage(object):
         MatchingOptionsPage.setTabOrder(self.cluster_lookup_threshold, self.track_matching_threshold)
 
     def retranslateUi(self, MatchingOptionsPage):
+        _translate = QtCore.QCoreApplication.translate
         self.rename_files.setTitle(_("Thresholds"))
         self.label_6.setText(_("Minimal similarity for matching files to tracks:"))
         self.track_matching_threshold.setSuffix(_(" %"))
diff --git a/picard/ui/ui_options_metadata.py b/picard/ui/ui_options_metadata.py
index 15f0d0659..66914a027 100644
--- a/picard/ui/ui_options_metadata.py
+++ b/picard/ui/ui_options_metadata.py
@@ -3,83 +3,78 @@
 # Automatically generated - don't edit.
 # Use `python setup.py build_ui` to update it.
 
-from PyQt4 import QtCore, QtGui
-
-try:
-    _fromUtf8 = QtCore.QString.fromUtf8
-except AttributeError:
-    _fromUtf8 = lambda s: s
+from PyQt5 import QtCore, QtGui, QtWidgets
 
 class Ui_MetadataOptionsPage(object):
     def setupUi(self, MetadataOptionsPage):
-        MetadataOptionsPage.setObjectName(_fromUtf8("MetadataOptionsPage"))
+        MetadataOptionsPage.setObjectName("MetadataOptionsPage")
         MetadataOptionsPage.resize(423, 553)
-        self.verticalLayout = QtGui.QVBoxLayout(MetadataOptionsPage)
-        self.verticalLayout.setObjectName(_fromUtf8("verticalLayout"))
-        self.metadata_groupbox = QtGui.QGroupBox(MetadataOptionsPage)
-        sizePolicy = QtGui.QSizePolicy(QtGui.QSizePolicy.Preferred, QtGui.QSizePolicy.Maximum)
+        self.verticalLayout = QtWidgets.QVBoxLayout(MetadataOptionsPage)
+        self.verticalLayout.setObjectName("verticalLayout")
+        self.metadata_groupbox = QtWidgets.QGroupBox(MetadataOptionsPage)
+        sizePolicy = QtWidgets.QSizePolicy(QtWidgets.QSizePolicy.Preferred, QtWidgets.QSizePolicy.Maximum)
         sizePolicy.setHorizontalStretch(0)
         sizePolicy.setVerticalStretch(0)
         sizePolicy.setHeightForWidth(self.metadata_groupbox.sizePolicy().hasHeightForWidth())
         self.metadata_groupbox.setSizePolicy(sizePolicy)
         self.metadata_groupbox.setMinimumSize(QtCore.QSize(397, 135))
         self.metadata_groupbox.setAlignment(QtCore.Qt.AlignLeading|QtCore.Qt.AlignLeft|QtCore.Qt.AlignTop)
-        self.metadata_groupbox.setObjectName(_fromUtf8("metadata_groupbox"))
-        self.verticalLayout_3 = QtGui.QVBoxLayout(self.metadata_groupbox)
-        self.verticalLayout_3.setObjectName(_fromUtf8("verticalLayout_3"))
-        self.translate_artist_names = QtGui.QCheckBox(self.metadata_groupbox)
-        self.translate_artist_names.setObjectName(_fromUtf8("translate_artist_names"))
+        self.metadata_groupbox.setObjectName("metadata_groupbox")
+        self.verticalLayout_3 = QtWidgets.QVBoxLayout(self.metadata_groupbox)
+        self.verticalLayout_3.setObjectName("verticalLayout_3")
+        self.translate_artist_names = QtWidgets.QCheckBox(self.metadata_groupbox)
+        self.translate_artist_names.setObjectName("translate_artist_names")
         self.verticalLayout_3.addWidget(self.translate_artist_names)
-        self.artist_locale = QtGui.QComboBox(self.metadata_groupbox)
-        self.artist_locale.setObjectName(_fromUtf8("artist_locale"))
+        self.artist_locale = QtWidgets.QComboBox(self.metadata_groupbox)
+        self.artist_locale.setObjectName("artist_locale")
         self.verticalLayout_3.addWidget(self.artist_locale)
-        self.standardize_artists = QtGui.QCheckBox(self.metadata_groupbox)
-        self.standardize_artists.setObjectName(_fromUtf8("standardize_artists"))
+        self.standardize_artists = QtWidgets.QCheckBox(self.metadata_groupbox)
+        self.standardize_artists.setObjectName("standardize_artists")
         self.verticalLayout_3.addWidget(self.standardize_artists)
-        self.convert_punctuation = QtGui.QCheckBox(self.metadata_groupbox)
-        self.convert_punctuation.setObjectName(_fromUtf8("convert_punctuation"))
+        self.convert_punctuation = QtWidgets.QCheckBox(self.metadata_groupbox)
+        self.convert_punctuation.setObjectName("convert_punctuation")
         self.verticalLayout_3.addWidget(self.convert_punctuation)
-        self.release_ars = QtGui.QCheckBox(self.metadata_groupbox)
-        self.release_ars.setObjectName(_fromUtf8("release_ars"))
+        self.release_ars = QtWidgets.QCheckBox(self.metadata_groupbox)
+        self.release_ars.setObjectName("release_ars")
         self.verticalLayout_3.addWidget(self.release_ars)
-        self.track_ars = QtGui.QCheckBox(self.metadata_groupbox)
-        self.track_ars.setObjectName(_fromUtf8("track_ars"))
+        self.track_ars = QtWidgets.QCheckBox(self.metadata_groupbox)
+        self.track_ars.setObjectName("track_ars")
         self.verticalLayout_3.addWidget(self.track_ars)
-        self.folksonomy_tags = QtGui.QCheckBox(self.metadata_groupbox)
-        self.folksonomy_tags.setObjectName(_fromUtf8("folksonomy_tags"))
+        self.folksonomy_tags = QtWidgets.QCheckBox(self.metadata_groupbox)
+        self.folksonomy_tags.setObjectName("folksonomy_tags")
         self.verticalLayout_3.addWidget(self.folksonomy_tags)
         self.verticalLayout.addWidget(self.metadata_groupbox)
-        self.custom_fields_groupbox = QtGui.QGroupBox(MetadataOptionsPage)
-        sizePolicy = QtGui.QSizePolicy(QtGui.QSizePolicy.Preferred, QtGui.QSizePolicy.Maximum)
+        self.custom_fields_groupbox = QtWidgets.QGroupBox(MetadataOptionsPage)
+        sizePolicy = QtWidgets.QSizePolicy(QtWidgets.QSizePolicy.Preferred, QtWidgets.QSizePolicy.Maximum)
         sizePolicy.setHorizontalStretch(0)
         sizePolicy.setVerticalStretch(0)
         sizePolicy.setHeightForWidth(self.custom_fields_groupbox.sizePolicy().hasHeightForWidth())
         self.custom_fields_groupbox.setSizePolicy(sizePolicy)
         self.custom_fields_groupbox.setMinimumSize(QtCore.QSize(397, 0))
-        self.custom_fields_groupbox.setObjectName(_fromUtf8("custom_fields_groupbox"))
-        self.gridlayout = QtGui.QGridLayout(self.custom_fields_groupbox)
+        self.custom_fields_groupbox.setObjectName("custom_fields_groupbox")
+        self.gridlayout = QtWidgets.QGridLayout(self.custom_fields_groupbox)
         self.gridlayout.setSpacing(2)
-        self.gridlayout.setObjectName(_fromUtf8("gridlayout"))
-        self.label_6 = QtGui.QLabel(self.custom_fields_groupbox)
-        self.label_6.setObjectName(_fromUtf8("label_6"))
+        self.gridlayout.setObjectName("gridlayout")
+        self.label_6 = QtWidgets.QLabel(self.custom_fields_groupbox)
+        self.label_6.setObjectName("label_6")
         self.gridlayout.addWidget(self.label_6, 0, 0, 1, 2)
-        self.label_7 = QtGui.QLabel(self.custom_fields_groupbox)
-        self.label_7.setObjectName(_fromUtf8("label_7"))
+        self.label_7 = QtWidgets.QLabel(self.custom_fields_groupbox)
+        self.label_7.setObjectName("label_7")
         self.gridlayout.addWidget(self.label_7, 2, 0, 1, 2)
-        self.nat_name = QtGui.QLineEdit(self.custom_fields_groupbox)
-        self.nat_name.setObjectName(_fromUtf8("nat_name"))
+        self.nat_name = QtWidgets.QLineEdit(self.custom_fields_groupbox)
+        self.nat_name.setObjectName("nat_name")
         self.gridlayout.addWidget(self.nat_name, 3, 0, 1, 1)
-        self.nat_name_default = QtGui.QPushButton(self.custom_fields_groupbox)
-        self.nat_name_default.setObjectName(_fromUtf8("nat_name_default"))
+        self.nat_name_default = QtWidgets.QPushButton(self.custom_fields_groupbox)
+        self.nat_name_default.setObjectName("nat_name_default")
         self.gridlayout.addWidget(self.nat_name_default, 3, 1, 1, 1)
-        self.va_name_default = QtGui.QPushButton(self.custom_fields_groupbox)
-        self.va_name_default.setObjectName(_fromUtf8("va_name_default"))
+        self.va_name_default = QtWidgets.QPushButton(self.custom_fields_groupbox)
+        self.va_name_default.setObjectName("va_name_default")
         self.gridlayout.addWidget(self.va_name_default, 1, 1, 1, 1)
-        self.va_name = QtGui.QLineEdit(self.custom_fields_groupbox)
-        self.va_name.setObjectName(_fromUtf8("va_name"))
+        self.va_name = QtWidgets.QLineEdit(self.custom_fields_groupbox)
+        self.va_name.setObjectName("va_name")
         self.gridlayout.addWidget(self.va_name, 1, 0, 1, 1)
         self.verticalLayout.addWidget(self.custom_fields_groupbox)
-        spacerItem = QtGui.QSpacerItem(20, 40, QtGui.QSizePolicy.Minimum, QtGui.QSizePolicy.MinimumExpanding)
+        spacerItem = QtWidgets.QSpacerItem(20, 40, QtWidgets.QSizePolicy.Minimum, QtWidgets.QSizePolicy.MinimumExpanding)
         self.verticalLayout.addItem(spacerItem)
         self.label_6.setBuddy(self.va_name_default)
         self.label_7.setBuddy(self.nat_name_default)
@@ -98,6 +93,7 @@ class Ui_MetadataOptionsPage(object):
         MetadataOptionsPage.setTabOrder(self.nat_name, self.nat_name_default)
 
     def retranslateUi(self, MetadataOptionsPage):
+        _translate = QtCore.QCoreApplication.translate
         self.metadata_groupbox.setTitle(_("Metadata"))
         self.translate_artist_names.setText(_("Translate artist names to this locale where possible:"))
         self.standardize_artists.setText(_("Use standardized artist names"))
diff --git a/picard/ui/ui_options_network.py b/picard/ui/ui_options_network.py
index 476030832..c88b57841 100644
--- a/picard/ui/ui_options_network.py
+++ b/picard/ui/ui_options_network.py
@@ -3,95 +3,90 @@
 # Automatically generated - don't edit.
 # Use `python setup.py build_ui` to update it.
 
-from PyQt4 import QtCore, QtGui
-
-try:
-    _fromUtf8 = QtCore.QString.fromUtf8
-except AttributeError:
-    _fromUtf8 = lambda s: s
+from PyQt5 import QtCore, QtGui, QtWidgets
 
 class Ui_NetworkOptionsPage(object):
     def setupUi(self, NetworkOptionsPage):
-        NetworkOptionsPage.setObjectName(_fromUtf8("NetworkOptionsPage"))
+        NetworkOptionsPage.setObjectName("NetworkOptionsPage")
         NetworkOptionsPage.resize(316, 337)
-        self.vboxlayout = QtGui.QVBoxLayout(NetworkOptionsPage)
+        self.vboxlayout = QtWidgets.QVBoxLayout(NetworkOptionsPage)
+        self.vboxlayout.setContentsMargins(9, 9, 9, 9)
         self.vboxlayout.setSpacing(6)
-        self.vboxlayout.setMargin(9)
-        self.vboxlayout.setObjectName(_fromUtf8("vboxlayout"))
-        self.web_proxy = QtGui.QGroupBox(NetworkOptionsPage)
+        self.vboxlayout.setObjectName("vboxlayout")
+        self.web_proxy = QtWidgets.QGroupBox(NetworkOptionsPage)
         self.web_proxy.setCheckable(True)
-        self.web_proxy.setObjectName(_fromUtf8("web_proxy"))
-        self.gridlayout = QtGui.QGridLayout(self.web_proxy)
+        self.web_proxy.setObjectName("web_proxy")
+        self.gridlayout = QtWidgets.QGridLayout(self.web_proxy)
+        self.gridlayout.setContentsMargins(9, 9, 9, 9)
         self.gridlayout.setSpacing(2)
-        self.gridlayout.setMargin(9)
-        self.gridlayout.setObjectName(_fromUtf8("gridlayout"))
-        self.password = QtGui.QLineEdit(self.web_proxy)
-        self.password.setEchoMode(QtGui.QLineEdit.Password)
-        self.password.setObjectName(_fromUtf8("password"))
+        self.gridlayout.setObjectName("gridlayout")
+        self.password = QtWidgets.QLineEdit(self.web_proxy)
+        self.password.setEchoMode(QtWidgets.QLineEdit.Password)
+        self.password.setObjectName("password")
         self.gridlayout.addWidget(self.password, 5, 0, 1, 2)
-        self.username = QtGui.QLineEdit(self.web_proxy)
-        self.username.setObjectName(_fromUtf8("username"))
+        self.username = QtWidgets.QLineEdit(self.web_proxy)
+        self.username.setObjectName("username")
         self.gridlayout.addWidget(self.username, 3, 0, 1, 2)
-        self.label_5 = QtGui.QLabel(self.web_proxy)
-        self.label_5.setObjectName(_fromUtf8("label_5"))
+        self.label_5 = QtWidgets.QLabel(self.web_proxy)
+        self.label_5.setObjectName("label_5")
         self.gridlayout.addWidget(self.label_5, 4, 0, 1, 2)
-        self.label_6 = QtGui.QLabel(self.web_proxy)
-        self.label_6.setObjectName(_fromUtf8("label_6"))
+        self.label_6 = QtWidgets.QLabel(self.web_proxy)
+        self.label_6.setObjectName("label_6")
         self.gridlayout.addWidget(self.label_6, 2, 0, 1, 2)
-        self.server_host = QtGui.QLineEdit(self.web_proxy)
-        self.server_host.setObjectName(_fromUtf8("server_host"))
+        self.server_host = QtWidgets.QLineEdit(self.web_proxy)
+        self.server_host.setObjectName("server_host")
         self.gridlayout.addWidget(self.server_host, 1, 0, 1, 1)
-        self.label_7 = QtGui.QLabel(self.web_proxy)
-        self.label_7.setObjectName(_fromUtf8("label_7"))
+        self.label_7 = QtWidgets.QLabel(self.web_proxy)
+        self.label_7.setObjectName("label_7")
         self.gridlayout.addWidget(self.label_7, 0, 1, 1, 1)
-        self.server_port = QtGui.QSpinBox(self.web_proxy)
+        self.server_port = QtWidgets.QSpinBox(self.web_proxy)
         self.server_port.setMinimum(1)
         self.server_port.setMaximum(65535)
         self.server_port.setProperty("value", 80)
-        self.server_port.setObjectName(_fromUtf8("server_port"))
+        self.server_port.setObjectName("server_port")
         self.gridlayout.addWidget(self.server_port, 1, 1, 1, 1)
-        self.label = QtGui.QLabel(self.web_proxy)
-        self.label.setObjectName(_fromUtf8("label"))
+        self.label = QtWidgets.QLabel(self.web_proxy)
+        self.label.setObjectName("label")
         self.gridlayout.addWidget(self.label, 0, 0, 1, 1)
         self.vboxlayout.addWidget(self.web_proxy)
-        self.browser_integration = QtGui.QGroupBox(NetworkOptionsPage)
+        self.browser_integration = QtWidgets.QGroupBox(NetworkOptionsPage)
         self.browser_integration.setCheckable(True)
         self.browser_integration.setChecked(True)
-        self.browser_integration.setObjectName(_fromUtf8("browser_integration"))
-        self.verticalLayout_2 = QtGui.QVBoxLayout(self.browser_integration)
-        self.verticalLayout_2.setObjectName(_fromUtf8("verticalLayout_2"))
-        self.widget = QtGui.QWidget(self.browser_integration)
-        sizePolicy = QtGui.QSizePolicy(QtGui.QSizePolicy.Maximum, QtGui.QSizePolicy.Preferred)
+        self.browser_integration.setObjectName("browser_integration")
+        self.verticalLayout_2 = QtWidgets.QVBoxLayout(self.browser_integration)
+        self.verticalLayout_2.setObjectName("verticalLayout_2")
+        self.widget = QtWidgets.QWidget(self.browser_integration)
+        sizePolicy = QtWidgets.QSizePolicy(QtWidgets.QSizePolicy.Maximum, QtWidgets.QSizePolicy.Preferred)
         sizePolicy.setHorizontalStretch(0)
         sizePolicy.setVerticalStretch(0)
         sizePolicy.setHeightForWidth(self.widget.sizePolicy().hasHeightForWidth())
         self.widget.setSizePolicy(sizePolicy)
-        self.widget.setObjectName(_fromUtf8("widget"))
-        self.horizontalLayout = QtGui.QHBoxLayout(self.widget)
+        self.widget.setObjectName("widget")
+        self.horizontalLayout = QtWidgets.QHBoxLayout(self.widget)
         self.horizontalLayout.setContentsMargins(6, 0, 0, 0)
-        self.horizontalLayout.setObjectName(_fromUtf8("horizontalLayout"))
-        self.label_2 = QtGui.QLabel(self.widget)
-        sizePolicy = QtGui.QSizePolicy(QtGui.QSizePolicy.Expanding, QtGui.QSizePolicy.Preferred)
+        self.horizontalLayout.setObjectName("horizontalLayout")
+        self.label_2 = QtWidgets.QLabel(self.widget)
+        sizePolicy = QtWidgets.QSizePolicy(QtWidgets.QSizePolicy.Expanding, QtWidgets.QSizePolicy.Preferred)
         sizePolicy.setHorizontalStretch(0)
         sizePolicy.setVerticalStretch(0)
         sizePolicy.setHeightForWidth(self.label_2.sizePolicy().hasHeightForWidth())
         self.label_2.setSizePolicy(sizePolicy)
         self.label_2.setAlignment(QtCore.Qt.AlignRight|QtCore.Qt.AlignTrailing|QtCore.Qt.AlignVCenter)
-        self.label_2.setObjectName(_fromUtf8("label_2"))
+        self.label_2.setObjectName("label_2")
         self.horizontalLayout.addWidget(self.label_2)
-        self.browser_integration_port = QtGui.QSpinBox(self.widget)
+        self.browser_integration_port = QtWidgets.QSpinBox(self.widget)
         self.browser_integration_port.setMinimum(1)
         self.browser_integration_port.setMaximum(65535)
         self.browser_integration_port.setProperty("value", 8000)
-        self.browser_integration_port.setObjectName(_fromUtf8("browser_integration_port"))
+        self.browser_integration_port.setObjectName("browser_integration_port")
         self.horizontalLayout.addWidget(self.browser_integration_port)
         self.verticalLayout_2.addWidget(self.widget)
-        self.browser_integration_localhost_only = QtGui.QCheckBox(self.browser_integration)
+        self.browser_integration_localhost_only = QtWidgets.QCheckBox(self.browser_integration)
         self.browser_integration_localhost_only.setChecked(False)
-        self.browser_integration_localhost_only.setObjectName(_fromUtf8("browser_integration_localhost_only"))
+        self.browser_integration_localhost_only.setObjectName("browser_integration_localhost_only")
         self.verticalLayout_2.addWidget(self.browser_integration_localhost_only)
         self.vboxlayout.addWidget(self.browser_integration)
-        spacerItem = QtGui.QSpacerItem(101, 31, QtGui.QSizePolicy.Minimum, QtGui.QSizePolicy.Expanding)
+        spacerItem = QtWidgets.QSpacerItem(101, 31, QtWidgets.QSizePolicy.Minimum, QtWidgets.QSizePolicy.Expanding)
         self.vboxlayout.addItem(spacerItem)
         self.label_5.setBuddy(self.password)
         self.label_6.setBuddy(self.username)
@@ -104,6 +99,7 @@ class Ui_NetworkOptionsPage(object):
         NetworkOptionsPage.setTabOrder(self.username, self.password)
 
     def retranslateUi(self, NetworkOptionsPage):
+        _translate = QtCore.QCoreApplication.translate
         self.web_proxy.setTitle(_("Web Proxy"))
         self.label_5.setText(_("Password:"))
         self.label_6.setText(_("Username:"))
diff --git a/picard/ui/ui_options_plugins.py b/picard/ui/ui_options_plugins.py
index f3fe397be..3a4185c02 100644
--- a/picard/ui/ui_options_plugins.py
+++ b/picard/ui/ui_options_plugins.py
@@ -3,128 +3,114 @@
 # Automatically generated - don't edit.
 # Use `python setup.py build_ui` to update it.
 
-from PyQt4 import QtCore, QtGui
-
-try:
-    _fromUtf8 = QtCore.QString.fromUtf8
-except AttributeError:
-    def _fromUtf8(s):
-        return s
-
-try:
-    _encoding = QtGui.QApplication.UnicodeUTF8
-    def _translate(context, text, disambig):
-        return QtGui.QApplication.translate(context, text, disambig, _encoding)
-except AttributeError:
-    def _translate(context, text, disambig):
-        return QtGui.QApplication.translate(context, text, disambig)
+from PyQt5 import QtCore, QtGui, QtWidgets
 
 class Ui_PluginsOptionsPage(object):
     def setupUi(self, PluginsOptionsPage):
-        PluginsOptionsPage.setObjectName(_fromUtf8("PluginsOptionsPage"))
+        PluginsOptionsPage.setObjectName("PluginsOptionsPage")
         PluginsOptionsPage.resize(513, 312)
-        self.vboxlayout = QtGui.QVBoxLayout(PluginsOptionsPage)
-        self.vboxlayout.setObjectName(_fromUtf8("vboxlayout"))
-        self.plugins_container = QtGui.QSplitter(PluginsOptionsPage)
+        self.vboxlayout = QtWidgets.QVBoxLayout(PluginsOptionsPage)
+        self.vboxlayout.setObjectName("vboxlayout")
+        self.plugins_container = QtWidgets.QSplitter(PluginsOptionsPage)
         self.plugins_container.setEnabled(True)
         self.plugins_container.setOrientation(QtCore.Qt.Vertical)
         self.plugins_container.setHandleWidth(2)
-        self.plugins_container.setObjectName(_fromUtf8("plugins_container"))
-        self.groupBox_2 = QtGui.QGroupBox(self.plugins_container)
-        self.groupBox_2.setObjectName(_fromUtf8("groupBox_2"))
-        self.vboxlayout1 = QtGui.QVBoxLayout(self.groupBox_2)
+        self.plugins_container.setObjectName("plugins_container")
+        self.groupBox_2 = QtWidgets.QGroupBox(self.plugins_container)
+        self.groupBox_2.setObjectName("groupBox_2")
+        self.vboxlayout1 = QtWidgets.QVBoxLayout(self.groupBox_2)
         self.vboxlayout1.setSpacing(2)
-        self.vboxlayout1.setObjectName(_fromUtf8("vboxlayout1"))
-        self.plugins = QtGui.QTreeWidget(self.groupBox_2)
-        sizePolicy = QtGui.QSizePolicy(QtGui.QSizePolicy.MinimumExpanding, QtGui.QSizePolicy.Expanding)
+        self.vboxlayout1.setObjectName("vboxlayout1")
+        self.plugins = QtWidgets.QTreeWidget(self.groupBox_2)
+        sizePolicy = QtWidgets.QSizePolicy(QtWidgets.QSizePolicy.MinimumExpanding, QtWidgets.QSizePolicy.Expanding)
         sizePolicy.setHorizontalStretch(0)
         sizePolicy.setVerticalStretch(0)
         sizePolicy.setHeightForWidth(self.plugins.sizePolicy().hasHeightForWidth())
         self.plugins.setSizePolicy(sizePolicy)
         self.plugins.setAcceptDrops(True)
-        self.plugins.setDragDropMode(QtGui.QAbstractItemView.DropOnly)
+        self.plugins.setDragDropMode(QtWidgets.QAbstractItemView.DropOnly)
         self.plugins.setRootIsDecorated(False)
-        self.plugins.setObjectName(_fromUtf8("plugins"))
+        self.plugins.setObjectName("plugins")
         self.vboxlayout1.addWidget(self.plugins)
-        self.horizontalLayout = QtGui.QHBoxLayout()
-        self.horizontalLayout.setObjectName(_fromUtf8("horizontalLayout"))
-        self.install_plugin = QtGui.QPushButton(self.groupBox_2)
-        sizePolicy = QtGui.QSizePolicy(QtGui.QSizePolicy.Expanding, QtGui.QSizePolicy.Fixed)
+        self.horizontalLayout = QtWidgets.QHBoxLayout()
+        self.horizontalLayout.setObjectName("horizontalLayout")
+        self.install_plugin = QtWidgets.QPushButton(self.groupBox_2)
+        sizePolicy = QtWidgets.QSizePolicy(QtWidgets.QSizePolicy.Expanding, QtWidgets.QSizePolicy.Fixed)
         sizePolicy.setHorizontalStretch(0)
         sizePolicy.setVerticalStretch(0)
         sizePolicy.setHeightForWidth(self.install_plugin.sizePolicy().hasHeightForWidth())
         self.install_plugin.setSizePolicy(sizePolicy)
-        self.install_plugin.setObjectName(_fromUtf8("install_plugin"))
+        self.install_plugin.setObjectName("install_plugin")
         self.horizontalLayout.addWidget(self.install_plugin)
-        self.folder_open = QtGui.QPushButton(self.groupBox_2)
-        sizePolicy = QtGui.QSizePolicy(QtGui.QSizePolicy.Expanding, QtGui.QSizePolicy.Fixed)
+        self.folder_open = QtWidgets.QPushButton(self.groupBox_2)
+        sizePolicy = QtWidgets.QSizePolicy(QtWidgets.QSizePolicy.Expanding, QtWidgets.QSizePolicy.Fixed)
         sizePolicy.setHorizontalStretch(0)
         sizePolicy.setVerticalStretch(0)
         sizePolicy.setHeightForWidth(self.folder_open.sizePolicy().hasHeightForWidth())
         self.folder_open.setSizePolicy(sizePolicy)
-        self.folder_open.setObjectName(_fromUtf8("folder_open"))
+        self.folder_open.setObjectName("folder_open")
         self.horizontalLayout.addWidget(self.folder_open)
-        self.reload_list_of_plugins = QtGui.QPushButton(self.groupBox_2)
-        sizePolicy = QtGui.QSizePolicy(QtGui.QSizePolicy.Expanding, QtGui.QSizePolicy.Fixed)
+        self.reload_list_of_plugins = QtWidgets.QPushButton(self.groupBox_2)
+        sizePolicy = QtWidgets.QSizePolicy(QtWidgets.QSizePolicy.Expanding, QtWidgets.QSizePolicy.Fixed)
         sizePolicy.setHorizontalStretch(0)
         sizePolicy.setVerticalStretch(0)
         sizePolicy.setHeightForWidth(self.reload_list_of_plugins.sizePolicy().hasHeightForWidth())
         self.reload_list_of_plugins.setSizePolicy(sizePolicy)
-        self.reload_list_of_plugins.setObjectName(_fromUtf8("reload_list_of_plugins"))
+        self.reload_list_of_plugins.setObjectName("reload_list_of_plugins")
         self.horizontalLayout.addWidget(self.reload_list_of_plugins)
         self.vboxlayout1.addLayout(self.horizontalLayout)
-        self.groupBox = QtGui.QGroupBox(self.plugins_container)
-        sizePolicy = QtGui.QSizePolicy(QtGui.QSizePolicy.Expanding, QtGui.QSizePolicy.Expanding)
+        self.groupBox = QtWidgets.QGroupBox(self.plugins_container)
+        sizePolicy = QtWidgets.QSizePolicy(QtWidgets.QSizePolicy.Expanding, QtWidgets.QSizePolicy.Expanding)
         sizePolicy.setHorizontalStretch(0)
         sizePolicy.setVerticalStretch(0)
         sizePolicy.setHeightForWidth(self.groupBox.sizePolicy().hasHeightForWidth())
         self.groupBox.setSizePolicy(sizePolicy)
-        self.groupBox.setObjectName(_fromUtf8("groupBox"))
-        self.vboxlayout2 = QtGui.QVBoxLayout(self.groupBox)
+        self.groupBox.setObjectName("groupBox")
+        self.vboxlayout2 = QtWidgets.QVBoxLayout(self.groupBox)
         self.vboxlayout2.setSpacing(0)
-        self.vboxlayout2.setObjectName(_fromUtf8("vboxlayout2"))
-        self.scrollArea = QtGui.QScrollArea(self.groupBox)
+        self.vboxlayout2.setObjectName("vboxlayout2")
+        self.scrollArea = QtWidgets.QScrollArea(self.groupBox)
         self.scrollArea.setEnabled(True)
-        sizePolicy = QtGui.QSizePolicy(QtGui.QSizePolicy.Expanding, QtGui.QSizePolicy.Expanding)
+        sizePolicy = QtWidgets.QSizePolicy(QtWidgets.QSizePolicy.Expanding, QtWidgets.QSizePolicy.Expanding)
         sizePolicy.setHorizontalStretch(0)
         sizePolicy.setVerticalStretch(0)
         sizePolicy.setHeightForWidth(self.scrollArea.sizePolicy().hasHeightForWidth())
         self.scrollArea.setSizePolicy(sizePolicy)
-        self.scrollArea.setFrameShape(QtGui.QFrame.HLine)
-        self.scrollArea.setFrameShadow(QtGui.QFrame.Plain)
+        self.scrollArea.setFrameShape(QtWidgets.QFrame.HLine)
+        self.scrollArea.setFrameShadow(QtWidgets.QFrame.Plain)
         self.scrollArea.setLineWidth(0)
         self.scrollArea.setVerticalScrollBarPolicy(QtCore.Qt.ScrollBarAsNeeded)
         self.scrollArea.setWidgetResizable(True)
         self.scrollArea.setAlignment(QtCore.Qt.AlignLeading|QtCore.Qt.AlignLeft|QtCore.Qt.AlignVCenter)
-        self.scrollArea.setObjectName(_fromUtf8("scrollArea"))
-        self.scrollAreaWidgetContents = QtGui.QWidget()
+        self.scrollArea.setObjectName("scrollArea")
+        self.scrollAreaWidgetContents = QtWidgets.QWidget()
         self.scrollAreaWidgetContents.setGeometry(QtCore.QRect(0, 0, 469, 76))
-        sizePolicy = QtGui.QSizePolicy(QtGui.QSizePolicy.Expanding, QtGui.QSizePolicy.Expanding)
+        sizePolicy = QtWidgets.QSizePolicy(QtWidgets.QSizePolicy.Expanding, QtWidgets.QSizePolicy.Expanding)
         sizePolicy.setHorizontalStretch(0)
         sizePolicy.setVerticalStretch(0)
         sizePolicy.setHeightForWidth(self.scrollAreaWidgetContents.sizePolicy().hasHeightForWidth())
         self.scrollAreaWidgetContents.setSizePolicy(sizePolicy)
-        self.scrollAreaWidgetContents.setObjectName(_fromUtf8("scrollAreaWidgetContents"))
-        self.verticalLayout = QtGui.QVBoxLayout(self.scrollAreaWidgetContents)
-        self.verticalLayout.setSizeConstraint(QtGui.QLayout.SetNoConstraint)
+        self.scrollAreaWidgetContents.setObjectName("scrollAreaWidgetContents")
+        self.verticalLayout = QtWidgets.QVBoxLayout(self.scrollAreaWidgetContents)
+        self.verticalLayout.setSizeConstraint(QtWidgets.QLayout.SetNoConstraint)
         self.verticalLayout.setContentsMargins(0, 0, 6, 0)
-        self.verticalLayout.setObjectName(_fromUtf8("verticalLayout"))
-        self.details = QtGui.QLabel(self.scrollAreaWidgetContents)
-        sizePolicy = QtGui.QSizePolicy(QtGui.QSizePolicy.Expanding, QtGui.QSizePolicy.Expanding)
+        self.verticalLayout.setObjectName("verticalLayout")
+        self.details = QtWidgets.QLabel(self.scrollAreaWidgetContents)
+        sizePolicy = QtWidgets.QSizePolicy(QtWidgets.QSizePolicy.Expanding, QtWidgets.QSizePolicy.Expanding)
         sizePolicy.setHorizontalStretch(0)
         sizePolicy.setVerticalStretch(0)
         sizePolicy.setHeightForWidth(self.details.sizePolicy().hasHeightForWidth())
         self.details.setSizePolicy(sizePolicy)
         self.details.setMinimumSize(QtCore.QSize(0, 0))
-        self.details.setFrameShape(QtGui.QFrame.Box)
+        self.details.setFrameShape(QtWidgets.QFrame.Box)
         self.details.setLineWidth(0)
-        self.details.setText(_fromUtf8(""))
+        self.details.setText("")
         self.details.setAlignment(QtCore.Qt.AlignLeading|QtCore.Qt.AlignLeft|QtCore.Qt.AlignTop)
         self.details.setWordWrap(True)
         self.details.setIndent(0)
         self.details.setOpenExternalLinks(True)
         self.details.setTextInteractionFlags(QtCore.Qt.LinksAccessibleByMouse|QtCore.Qt.TextSelectableByMouse)
-        self.details.setObjectName(_fromUtf8("details"))
+        self.details.setObjectName("details")
         self.verticalLayout.addWidget(self.details)
         self.scrollArea.setWidget(self.scrollAreaWidgetContents)
         self.vboxlayout2.addWidget(self.scrollArea)
@@ -134,6 +120,7 @@ class Ui_PluginsOptionsPage(object):
         QtCore.QMetaObject.connectSlotsByName(PluginsOptionsPage)
 
     def retranslateUi(self, PluginsOptionsPage):
+        _translate = QtCore.QCoreApplication.translate
         self.groupBox_2.setTitle(_("Plugins"))
         self.plugins.headerItem().setText(0, _("Name"))
         self.plugins.headerItem().setText(1, _("Version"))
diff --git a/picard/ui/ui_options_ratings.py b/picard/ui/ui_options_ratings.py
index e46a56267..99c9ba159 100644
--- a/picard/ui/ui_options_ratings.py
+++ b/picard/ui/ui_options_ratings.py
@@ -3,49 +3,45 @@
 # Automatically generated - don't edit.
 # Use `python setup.py build_ui` to update it.
 
-from PyQt4 import QtCore, QtGui
-
-try:
-    _fromUtf8 = QtCore.QString.fromUtf8
-except AttributeError:
-    _fromUtf8 = lambda s: s
+from PyQt5 import QtCore, QtGui, QtWidgets
 
 class Ui_RatingsOptionsPage(object):
     def setupUi(self, RatingsOptionsPage):
-        RatingsOptionsPage.setObjectName(_fromUtf8("RatingsOptionsPage"))
+        RatingsOptionsPage.setObjectName("RatingsOptionsPage")
         RatingsOptionsPage.resize(397, 267)
-        self.vboxlayout = QtGui.QVBoxLayout(RatingsOptionsPage)
-        self.vboxlayout.setObjectName(_fromUtf8("vboxlayout"))
-        self.enable_ratings = QtGui.QGroupBox(RatingsOptionsPage)
+        self.vboxlayout = QtWidgets.QVBoxLayout(RatingsOptionsPage)
+        self.vboxlayout.setObjectName("vboxlayout")
+        self.enable_ratings = QtWidgets.QGroupBox(RatingsOptionsPage)
         self.enable_ratings.setCheckable(True)
         self.enable_ratings.setChecked(True)
-        self.enable_ratings.setObjectName(_fromUtf8("enable_ratings"))
-        self.vboxlayout1 = QtGui.QVBoxLayout(self.enable_ratings)
-        self.vboxlayout1.setObjectName(_fromUtf8("vboxlayout1"))
-        self.label = QtGui.QLabel(self.enable_ratings)
+        self.enable_ratings.setObjectName("enable_ratings")
+        self.vboxlayout1 = QtWidgets.QVBoxLayout(self.enable_ratings)
+        self.vboxlayout1.setObjectName("vboxlayout1")
+        self.label = QtWidgets.QLabel(self.enable_ratings)
         self.label.setWordWrap(True)
-        self.label.setObjectName(_fromUtf8("label"))
+        self.label.setObjectName("label")
         self.vboxlayout1.addWidget(self.label)
-        self.ignore_tags_2 = QtGui.QLabel(self.enable_ratings)
+        self.ignore_tags_2 = QtWidgets.QLabel(self.enable_ratings)
         self.ignore_tags_2.setEnabled(True)
         self.ignore_tags_2.setWordWrap(True)
-        self.ignore_tags_2.setObjectName(_fromUtf8("ignore_tags_2"))
+        self.ignore_tags_2.setObjectName("ignore_tags_2")
         self.vboxlayout1.addWidget(self.ignore_tags_2)
-        self.rating_user_email = QtGui.QLineEdit(self.enable_ratings)
+        self.rating_user_email = QtWidgets.QLineEdit(self.enable_ratings)
         self.rating_user_email.setReadOnly(False)
-        self.rating_user_email.setObjectName(_fromUtf8("rating_user_email"))
+        self.rating_user_email.setObjectName("rating_user_email")
         self.vboxlayout1.addWidget(self.rating_user_email)
-        self.submit_ratings = QtGui.QCheckBox(self.enable_ratings)
-        self.submit_ratings.setObjectName(_fromUtf8("submit_ratings"))
+        self.submit_ratings = QtWidgets.QCheckBox(self.enable_ratings)
+        self.submit_ratings.setObjectName("submit_ratings")
         self.vboxlayout1.addWidget(self.submit_ratings)
         self.vboxlayout.addWidget(self.enable_ratings)
-        spacerItem = QtGui.QSpacerItem(181, 31, QtGui.QSizePolicy.Minimum, QtGui.QSizePolicy.Expanding)
+        spacerItem = QtWidgets.QSpacerItem(181, 31, QtWidgets.QSizePolicy.Minimum, QtWidgets.QSizePolicy.Expanding)
         self.vboxlayout.addItem(spacerItem)
 
         self.retranslateUi(RatingsOptionsPage)
         QtCore.QMetaObject.connectSlotsByName(RatingsOptionsPage)
 
     def retranslateUi(self, RatingsOptionsPage):
+        _translate = QtCore.QCoreApplication.translate
         self.enable_ratings.setTitle(_("Enable track ratings"))
         self.label.setText(_("Picard saves the ratings together with an e-mail address identifying the user who did the rating. That way different ratings for different users can be stored in the files. Please specify the e-mail you want to use to save your ratings."))
         self.ignore_tags_2.setText(_("E-mail:"))
diff --git a/picard/ui/ui_options_releases.py b/picard/ui/ui_options_releases.py
index 650631cc3..6ca045506 100644
--- a/picard/ui/ui_options_releases.py
+++ b/picard/ui/ui_options_releases.py
@@ -3,97 +3,92 @@
 # Automatically generated - don't edit.
 # Use `python setup.py build_ui` to update it.
 
-from PyQt4 import QtCore, QtGui
-
-try:
-    _fromUtf8 = QtCore.QString.fromUtf8
-except AttributeError:
-    _fromUtf8 = lambda s: s
+from PyQt5 import QtCore, QtGui, QtWidgets
 
 class Ui_ReleasesOptionsPage(object):
     def setupUi(self, ReleasesOptionsPage):
-        ReleasesOptionsPage.setObjectName(_fromUtf8("ReleasesOptionsPage"))
+        ReleasesOptionsPage.setObjectName("ReleasesOptionsPage")
         ReleasesOptionsPage.resize(551, 497)
-        self.verticalLayout_3 = QtGui.QVBoxLayout(ReleasesOptionsPage)
-        self.verticalLayout_3.setObjectName(_fromUtf8("verticalLayout_3"))
-        self.type_group = QtGui.QGroupBox(ReleasesOptionsPage)
-        self.type_group.setObjectName(_fromUtf8("type_group"))
-        self.gridLayout = QtGui.QGridLayout(self.type_group)
+        self.verticalLayout_3 = QtWidgets.QVBoxLayout(ReleasesOptionsPage)
+        self.verticalLayout_3.setObjectName("verticalLayout_3")
+        self.type_group = QtWidgets.QGroupBox(ReleasesOptionsPage)
+        self.type_group.setObjectName("type_group")
+        self.gridLayout = QtWidgets.QGridLayout(self.type_group)
         self.gridLayout.setVerticalSpacing(6)
-        self.gridLayout.setObjectName(_fromUtf8("gridLayout"))
+        self.gridLayout.setObjectName("gridLayout")
         self.verticalLayout_3.addWidget(self.type_group)
-        self.country_group = QtGui.QGroupBox(ReleasesOptionsPage)
-        self.country_group.setObjectName(_fromUtf8("country_group"))
-        self.horizontalLayout = QtGui.QHBoxLayout(self.country_group)
+        self.country_group = QtWidgets.QGroupBox(ReleasesOptionsPage)
+        self.country_group.setObjectName("country_group")
+        self.horizontalLayout = QtWidgets.QHBoxLayout(self.country_group)
         self.horizontalLayout.setSpacing(4)
-        self.horizontalLayout.setObjectName(_fromUtf8("horizontalLayout"))
-        self.country_list = QtGui.QListWidget(self.country_group)
-        sizePolicy = QtGui.QSizePolicy(QtGui.QSizePolicy.Expanding, QtGui.QSizePolicy.Expanding)
+        self.horizontalLayout.setObjectName("horizontalLayout")
+        self.country_list = QtWidgets.QListWidget(self.country_group)
+        sizePolicy = QtWidgets.QSizePolicy(QtWidgets.QSizePolicy.Expanding, QtWidgets.QSizePolicy.Expanding)
         sizePolicy.setHorizontalStretch(0)
         sizePolicy.setVerticalStretch(0)
         sizePolicy.setHeightForWidth(self.country_list.sizePolicy().hasHeightForWidth())
         self.country_list.setSizePolicy(sizePolicy)
-        self.country_list.setObjectName(_fromUtf8("country_list"))
+        self.country_list.setObjectName("country_list")
         self.horizontalLayout.addWidget(self.country_list)
-        self.verticalLayout = QtGui.QVBoxLayout()
-        self.verticalLayout.setObjectName(_fromUtf8("verticalLayout"))
-        spacerItem = QtGui.QSpacerItem(20, 40, QtGui.QSizePolicy.Minimum, QtGui.QSizePolicy.Expanding)
+        self.verticalLayout = QtWidgets.QVBoxLayout()
+        self.verticalLayout.setObjectName("verticalLayout")
+        spacerItem = QtWidgets.QSpacerItem(20, 40, QtWidgets.QSizePolicy.Minimum, QtWidgets.QSizePolicy.Expanding)
         self.verticalLayout.addItem(spacerItem)
-        self.add_countries = QtGui.QPushButton(self.country_group)
-        self.add_countries.setObjectName(_fromUtf8("add_countries"))
+        self.add_countries = QtWidgets.QPushButton(self.country_group)
+        self.add_countries.setObjectName("add_countries")
         self.verticalLayout.addWidget(self.add_countries)
-        self.remove_countries = QtGui.QPushButton(self.country_group)
-        self.remove_countries.setObjectName(_fromUtf8("remove_countries"))
+        self.remove_countries = QtWidgets.QPushButton(self.country_group)
+        self.remove_countries.setObjectName("remove_countries")
         self.verticalLayout.addWidget(self.remove_countries)
-        spacerItem1 = QtGui.QSpacerItem(20, 40, QtGui.QSizePolicy.Minimum, QtGui.QSizePolicy.Expanding)
+        spacerItem1 = QtWidgets.QSpacerItem(20, 40, QtWidgets.QSizePolicy.Minimum, QtWidgets.QSizePolicy.Expanding)
         self.verticalLayout.addItem(spacerItem1)
         self.horizontalLayout.addLayout(self.verticalLayout)
-        self.preferred_country_list = QtGui.QListWidget(self.country_group)
-        sizePolicy = QtGui.QSizePolicy(QtGui.QSizePolicy.Expanding, QtGui.QSizePolicy.Expanding)
+        self.preferred_country_list = QtWidgets.QListWidget(self.country_group)
+        sizePolicy = QtWidgets.QSizePolicy(QtWidgets.QSizePolicy.Expanding, QtWidgets.QSizePolicy.Expanding)
         sizePolicy.setHorizontalStretch(0)
         sizePolicy.setVerticalStretch(0)
         sizePolicy.setHeightForWidth(self.preferred_country_list.sizePolicy().hasHeightForWidth())
         self.preferred_country_list.setSizePolicy(sizePolicy)
         self.preferred_country_list.setDragEnabled(True)
-        self.preferred_country_list.setDragDropMode(QtGui.QAbstractItemView.InternalMove)
-        self.preferred_country_list.setObjectName(_fromUtf8("preferred_country_list"))
+        self.preferred_country_list.setDragDropMode(QtWidgets.QAbstractItemView.InternalMove)
+        self.preferred_country_list.setObjectName("preferred_country_list")
         self.horizontalLayout.addWidget(self.preferred_country_list)
         self.verticalLayout_3.addWidget(self.country_group)
-        self.format_group = QtGui.QGroupBox(ReleasesOptionsPage)
-        self.format_group.setObjectName(_fromUtf8("format_group"))
-        self.horizontalLayout_2 = QtGui.QHBoxLayout(self.format_group)
+        self.format_group = QtWidgets.QGroupBox(ReleasesOptionsPage)
+        self.format_group.setObjectName("format_group")
+        self.horizontalLayout_2 = QtWidgets.QHBoxLayout(self.format_group)
         self.horizontalLayout_2.setSpacing(4)
-        self.horizontalLayout_2.setObjectName(_fromUtf8("horizontalLayout_2"))
-        self.format_list = QtGui.QListWidget(self.format_group)
-        sizePolicy = QtGui.QSizePolicy(QtGui.QSizePolicy.Expanding, QtGui.QSizePolicy.Expanding)
+        self.horizontalLayout_2.setObjectName("horizontalLayout_2")
+        self.format_list = QtWidgets.QListWidget(self.format_group)
+        sizePolicy = QtWidgets.QSizePolicy(QtWidgets.QSizePolicy.Expanding, QtWidgets.QSizePolicy.Expanding)
         sizePolicy.setHorizontalStretch(0)
         sizePolicy.setVerticalStretch(0)
         sizePolicy.setHeightForWidth(self.format_list.sizePolicy().hasHeightForWidth())
         self.format_list.setSizePolicy(sizePolicy)
-        self.format_list.setObjectName(_fromUtf8("format_list"))
+        self.format_list.setObjectName("format_list")
         self.horizontalLayout_2.addWidget(self.format_list)
-        self.verticalLayout_2 = QtGui.QVBoxLayout()
-        self.verticalLayout_2.setObjectName(_fromUtf8("verticalLayout_2"))
-        spacerItem2 = QtGui.QSpacerItem(20, 40, QtGui.QSizePolicy.Minimum, QtGui.QSizePolicy.Expanding)
+        self.verticalLayout_2 = QtWidgets.QVBoxLayout()
+        self.verticalLayout_2.setObjectName("verticalLayout_2")
+        spacerItem2 = QtWidgets.QSpacerItem(20, 40, QtWidgets.QSizePolicy.Minimum, QtWidgets.QSizePolicy.Expanding)
         self.verticalLayout_2.addItem(spacerItem2)
-        self.add_formats = QtGui.QPushButton(self.format_group)
-        self.add_formats.setObjectName(_fromUtf8("add_formats"))
+        self.add_formats = QtWidgets.QPushButton(self.format_group)
+        self.add_formats.setObjectName("add_formats")
         self.verticalLayout_2.addWidget(self.add_formats)
-        self.remove_formats = QtGui.QPushButton(self.format_group)
-        self.remove_formats.setObjectName(_fromUtf8("remove_formats"))
+        self.remove_formats = QtWidgets.QPushButton(self.format_group)
+        self.remove_formats.setObjectName("remove_formats")
         self.verticalLayout_2.addWidget(self.remove_formats)
-        spacerItem3 = QtGui.QSpacerItem(20, 40, QtGui.QSizePolicy.Minimum, QtGui.QSizePolicy.Expanding)
+        spacerItem3 = QtWidgets.QSpacerItem(20, 40, QtWidgets.QSizePolicy.Minimum, QtWidgets.QSizePolicy.Expanding)
         self.verticalLayout_2.addItem(spacerItem3)
         self.horizontalLayout_2.addLayout(self.verticalLayout_2)
-        self.preferred_format_list = QtGui.QListWidget(self.format_group)
-        sizePolicy = QtGui.QSizePolicy(QtGui.QSizePolicy.Expanding, QtGui.QSizePolicy.Expanding)
+        self.preferred_format_list = QtWidgets.QListWidget(self.format_group)
+        sizePolicy = QtWidgets.QSizePolicy(QtWidgets.QSizePolicy.Expanding, QtWidgets.QSizePolicy.Expanding)
         sizePolicy.setHorizontalStretch(0)
         sizePolicy.setVerticalStretch(0)
         sizePolicy.setHeightForWidth(self.preferred_format_list.sizePolicy().hasHeightForWidth())
         self.preferred_format_list.setSizePolicy(sizePolicy)
         self.preferred_format_list.setDragEnabled(True)
-        self.preferred_format_list.setDragDropMode(QtGui.QAbstractItemView.InternalMove)
-        self.preferred_format_list.setObjectName(_fromUtf8("preferred_format_list"))
+        self.preferred_format_list.setDragDropMode(QtWidgets.QAbstractItemView.InternalMove)
+        self.preferred_format_list.setObjectName("preferred_format_list")
         self.horizontalLayout_2.addWidget(self.preferred_format_list)
         self.verticalLayout_3.addWidget(self.format_group)
 
@@ -101,6 +96,7 @@ class Ui_ReleasesOptionsPage(object):
         QtCore.QMetaObject.connectSlotsByName(ReleasesOptionsPage)
 
     def retranslateUi(self, ReleasesOptionsPage):
+        _translate = QtCore.QCoreApplication.translate
         self.type_group.setTitle(_("Preferred release types"))
         self.country_group.setTitle(_("Preferred release countries"))
         self.add_countries.setText(_(">"))
diff --git a/picard/ui/ui_options_renaming.py b/picard/ui/ui_options_renaming.py
index a5bb24a2d..010221391 100644
--- a/picard/ui/ui_options_renaming.py
+++ b/picard/ui/ui_options_renaming.py
@@ -3,156 +3,142 @@
 # Automatically generated - don't edit.
 # Use `python setup.py build_ui` to update it.
 
-from PyQt4 import QtCore, QtGui
-
-try:
-    _fromUtf8 = QtCore.QString.fromUtf8
-except AttributeError:
-    def _fromUtf8(s):
-        return s
-
-try:
-    _encoding = QtGui.QApplication.UnicodeUTF8
-    def _translate(context, text, disambig):
-        return QtGui.QApplication.translate(context, text, disambig, _encoding)
-except AttributeError:
-    def _translate(context, text, disambig):
-        return QtGui.QApplication.translate(context, text, disambig)
+from PyQt5 import QtCore, QtGui, QtWidgets
 
 class Ui_RenamingOptionsPage(object):
     def setupUi(self, RenamingOptionsPage):
-        RenamingOptionsPage.setObjectName(_fromUtf8("RenamingOptionsPage"))
+        RenamingOptionsPage.setObjectName("RenamingOptionsPage")
         RenamingOptionsPage.setEnabled(True)
         RenamingOptionsPage.resize(453, 465)
-        sizePolicy = QtGui.QSizePolicy(QtGui.QSizePolicy.Expanding, QtGui.QSizePolicy.Preferred)
+        sizePolicy = QtWidgets.QSizePolicy(QtWidgets.QSizePolicy.Expanding, QtWidgets.QSizePolicy.Preferred)
         sizePolicy.setHorizontalStretch(0)
         sizePolicy.setVerticalStretch(0)
         sizePolicy.setHeightForWidth(RenamingOptionsPage.sizePolicy().hasHeightForWidth())
         RenamingOptionsPage.setSizePolicy(sizePolicy)
-        self.verticalLayout_5 = QtGui.QVBoxLayout(RenamingOptionsPage)
-        self.verticalLayout_5.setObjectName(_fromUtf8("verticalLayout_5"))
-        self.move_files = QtGui.QGroupBox(RenamingOptionsPage)
+        self.verticalLayout_5 = QtWidgets.QVBoxLayout(RenamingOptionsPage)
+        self.verticalLayout_5.setObjectName("verticalLayout_5")
+        self.move_files = QtWidgets.QGroupBox(RenamingOptionsPage)
         self.move_files.setFlat(False)
         self.move_files.setCheckable(True)
         self.move_files.setChecked(False)
-        self.move_files.setObjectName(_fromUtf8("move_files"))
-        self.verticalLayout_4 = QtGui.QVBoxLayout(self.move_files)
-        self.verticalLayout_4.setObjectName(_fromUtf8("verticalLayout_4"))
-        self.label = QtGui.QLabel(self.move_files)
-        self.label.setObjectName(_fromUtf8("label"))
+        self.move_files.setObjectName("move_files")
+        self.verticalLayout_4 = QtWidgets.QVBoxLayout(self.move_files)
+        self.verticalLayout_4.setObjectName("verticalLayout_4")
+        self.label = QtWidgets.QLabel(self.move_files)
+        self.label.setObjectName("label")
         self.verticalLayout_4.addWidget(self.label)
-        self.horizontalLayout_4 = QtGui.QHBoxLayout()
+        self.horizontalLayout_4 = QtWidgets.QHBoxLayout()
         self.horizontalLayout_4.setSpacing(2)
-        self.horizontalLayout_4.setObjectName(_fromUtf8("horizontalLayout_4"))
-        self.move_files_to = QtGui.QLineEdit(self.move_files)
+        self.horizontalLayout_4.setObjectName("horizontalLayout_4")
+        self.move_files_to = QtWidgets.QLineEdit(self.move_files)
         self.move_files_to.setEnabled(False)
-        self.move_files_to.setObjectName(_fromUtf8("move_files_to"))
+        self.move_files_to.setObjectName("move_files_to")
         self.horizontalLayout_4.addWidget(self.move_files_to)
-        self.move_files_to_browse = QtGui.QPushButton(self.move_files)
+        self.move_files_to_browse = QtWidgets.QPushButton(self.move_files)
         self.move_files_to_browse.setEnabled(False)
-        self.move_files_to_browse.setObjectName(_fromUtf8("move_files_to_browse"))
+        self.move_files_to_browse.setObjectName("move_files_to_browse")
         self.horizontalLayout_4.addWidget(self.move_files_to_browse)
         self.verticalLayout_4.addLayout(self.horizontalLayout_4)
-        self.move_additional_files = QtGui.QCheckBox(self.move_files)
+        self.move_additional_files = QtWidgets.QCheckBox(self.move_files)
         self.move_additional_files.setEnabled(False)
-        self.move_additional_files.setObjectName(_fromUtf8("move_additional_files"))
+        self.move_additional_files.setObjectName("move_additional_files")
         self.verticalLayout_4.addWidget(self.move_additional_files)
-        self.move_additional_files_pattern = QtGui.QLineEdit(self.move_files)
+        self.move_additional_files_pattern = QtWidgets.QLineEdit(self.move_files)
         self.move_additional_files_pattern.setEnabled(False)
-        self.move_additional_files_pattern.setObjectName(_fromUtf8("move_additional_files_pattern"))
+        self.move_additional_files_pattern.setObjectName("move_additional_files_pattern")
         self.verticalLayout_4.addWidget(self.move_additional_files_pattern)
-        self.delete_empty_dirs = QtGui.QCheckBox(self.move_files)
+        self.delete_empty_dirs = QtWidgets.QCheckBox(self.move_files)
         self.delete_empty_dirs.setEnabled(False)
-        self.delete_empty_dirs.setObjectName(_fromUtf8("delete_empty_dirs"))
+        self.delete_empty_dirs.setObjectName("delete_empty_dirs")
         self.verticalLayout_4.addWidget(self.delete_empty_dirs)
         self.verticalLayout_5.addWidget(self.move_files)
-        self.rename_files = QtGui.QGroupBox(RenamingOptionsPage)
-        sizePolicy = QtGui.QSizePolicy(QtGui.QSizePolicy.Expanding, QtGui.QSizePolicy.Preferred)
+        self.rename_files = QtWidgets.QGroupBox(RenamingOptionsPage)
+        sizePolicy = QtWidgets.QSizePolicy(QtWidgets.QSizePolicy.Expanding, QtWidgets.QSizePolicy.Preferred)
         sizePolicy.setHorizontalStretch(0)
         sizePolicy.setVerticalStretch(0)
         sizePolicy.setHeightForWidth(self.rename_files.sizePolicy().hasHeightForWidth())
         self.rename_files.setSizePolicy(sizePolicy)
         self.rename_files.setCheckable(True)
         self.rename_files.setChecked(False)
-        self.rename_files.setObjectName(_fromUtf8("rename_files"))
-        self.verticalLayout_3 = QtGui.QVBoxLayout(self.rename_files)
-        self.verticalLayout_3.setObjectName(_fromUtf8("verticalLayout_3"))
-        self.ascii_filenames = QtGui.QCheckBox(self.rename_files)
-        self.ascii_filenames.setObjectName(_fromUtf8("ascii_filenames"))
+        self.rename_files.setObjectName("rename_files")
+        self.verticalLayout_3 = QtWidgets.QVBoxLayout(self.rename_files)
+        self.verticalLayout_3.setObjectName("verticalLayout_3")
+        self.ascii_filenames = QtWidgets.QCheckBox(self.rename_files)
+        self.ascii_filenames.setObjectName("ascii_filenames")
         self.verticalLayout_3.addWidget(self.ascii_filenames)
-        self.windows_compatibility = QtGui.QCheckBox(self.rename_files)
-        self.windows_compatibility.setObjectName(_fromUtf8("windows_compatibility"))
+        self.windows_compatibility = QtWidgets.QCheckBox(self.rename_files)
+        self.windows_compatibility.setObjectName("windows_compatibility")
         self.verticalLayout_3.addWidget(self.windows_compatibility)
-        self.file_naming_format_group = QtGui.QGroupBox(self.rename_files)
-        self.file_naming_format_group.setObjectName(_fromUtf8("file_naming_format_group"))
-        self.verticalLayout_2 = QtGui.QVBoxLayout(self.file_naming_format_group)
-        self.verticalLayout_2.setObjectName(_fromUtf8("verticalLayout_2"))
-        self.file_naming_format = QtGui.QTextEdit(self.file_naming_format_group)
+        self.file_naming_format_group = QtWidgets.QGroupBox(self.rename_files)
+        self.file_naming_format_group.setObjectName("file_naming_format_group")
+        self.verticalLayout_2 = QtWidgets.QVBoxLayout(self.file_naming_format_group)
+        self.verticalLayout_2.setObjectName("verticalLayout_2")
+        self.file_naming_format = QtWidgets.QTextEdit(self.file_naming_format_group)
         self.file_naming_format.setEnabled(False)
-        sizePolicy = QtGui.QSizePolicy(QtGui.QSizePolicy.Expanding, QtGui.QSizePolicy.Expanding)
+        sizePolicy = QtWidgets.QSizePolicy(QtWidgets.QSizePolicy.Expanding, QtWidgets.QSizePolicy.Expanding)
         sizePolicy.setHorizontalStretch(0)
         sizePolicy.setVerticalStretch(0)
         sizePolicy.setHeightForWidth(self.file_naming_format.sizePolicy().hasHeightForWidth())
         self.file_naming_format.setSizePolicy(sizePolicy)
         self.file_naming_format.setMinimumSize(QtCore.QSize(0, 0))
         font = QtGui.QFont()
-        font.setFamily(_fromUtf8("Monospace"))
+        font.setFamily("Monospace")
         self.file_naming_format.setFont(font)
         self.file_naming_format.viewport().setProperty("cursor", QtGui.QCursor(QtCore.Qt.IBeamCursor))
         self.file_naming_format.setTabChangesFocus(False)
-        self.file_naming_format.setLineWrapMode(QtGui.QTextEdit.NoWrap)
+        self.file_naming_format.setLineWrapMode(QtWidgets.QTextEdit.NoWrap)
         self.file_naming_format.setTabStopWidth(20)
         self.file_naming_format.setAcceptRichText(True)
         self.file_naming_format.setTextInteractionFlags(QtCore.Qt.TextEditorInteraction)
-        self.file_naming_format.setObjectName(_fromUtf8("file_naming_format"))
+        self.file_naming_format.setObjectName("file_naming_format")
         self.verticalLayout_2.addWidget(self.file_naming_format)
-        self.horizontalLayout = QtGui.QHBoxLayout()
+        self.horizontalLayout = QtWidgets.QHBoxLayout()
         self.horizontalLayout.setSpacing(2)
-        self.horizontalLayout.setObjectName(_fromUtf8("horizontalLayout"))
-        self.renaming_error = QtGui.QLabel(self.file_naming_format_group)
-        self.renaming_error.setText(_fromUtf8(""))
+        self.horizontalLayout.setObjectName("horizontalLayout")
+        self.renaming_error = QtWidgets.QLabel(self.file_naming_format_group)
+        self.renaming_error.setText("")
         self.renaming_error.setAlignment(QtCore.Qt.AlignCenter)
-        self.renaming_error.setObjectName(_fromUtf8("renaming_error"))
+        self.renaming_error.setObjectName("renaming_error")
         self.horizontalLayout.addWidget(self.renaming_error)
-        self.file_naming_format_default = QtGui.QPushButton(self.file_naming_format_group)
-        sizePolicy = QtGui.QSizePolicy(QtGui.QSizePolicy.Fixed, QtGui.QSizePolicy.Fixed)
+        self.file_naming_format_default = QtWidgets.QPushButton(self.file_naming_format_group)
+        sizePolicy = QtWidgets.QSizePolicy(QtWidgets.QSizePolicy.Fixed, QtWidgets.QSizePolicy.Fixed)
         sizePolicy.setHorizontalStretch(0)
         sizePolicy.setVerticalStretch(0)
         sizePolicy.setHeightForWidth(self.file_naming_format_default.sizePolicy().hasHeightForWidth())
         self.file_naming_format_default.setSizePolicy(sizePolicy)
         self.file_naming_format_default.setMinimumSize(QtCore.QSize(0, 0))
-        self.file_naming_format_default.setObjectName(_fromUtf8("file_naming_format_default"))
+        self.file_naming_format_default.setObjectName("file_naming_format_default")
         self.horizontalLayout.addWidget(self.file_naming_format_default)
         self.verticalLayout_2.addLayout(self.horizontalLayout)
         self.verticalLayout_3.addWidget(self.file_naming_format_group)
-        self.file_naming_format_documentation = QtGui.QLabel(self.rename_files)
-        self.file_naming_format_documentation.setText(_fromUtf8(""))
+        self.file_naming_format_documentation = QtWidgets.QLabel(self.rename_files)
+        self.file_naming_format_documentation.setText("")
         self.file_naming_format_documentation.setOpenExternalLinks(True)
         self.file_naming_format_documentation.setTextFormat(QtCore.Qt.RichText)
         self.file_naming_format_documentation.setWordWrap(True)
-        self.file_naming_format_documentation.setObjectName(_fromUtf8("file_naming_format_documentation"))
+        self.file_naming_format_documentation.setObjectName("file_naming_format_documentation")
         self.verticalLayout_3.addWidget(self.file_naming_format_documentation)
         self.verticalLayout_5.addWidget(self.rename_files)
-        self.groupBox = QtGui.QGroupBox(RenamingOptionsPage)
-        self.groupBox.setObjectName(_fromUtf8("groupBox"))
-        self.verticalLayout = QtGui.QVBoxLayout(self.groupBox)
+        self.groupBox = QtWidgets.QGroupBox(RenamingOptionsPage)
+        self.groupBox.setObjectName("groupBox")
+        self.verticalLayout = QtWidgets.QVBoxLayout(self.groupBox)
         self.verticalLayout.setContentsMargins(2, 0, 2, 0)
-        self.verticalLayout.setObjectName(_fromUtf8("verticalLayout"))
-        self.example_filename = QtGui.QLabel(self.groupBox)
-        self.example_filename.setText(_fromUtf8(""))
+        self.verticalLayout.setObjectName("verticalLayout")
+        self.example_filename = QtWidgets.QLabel(self.groupBox)
+        self.example_filename.setText("")
         self.example_filename.setTextFormat(QtCore.Qt.RichText)
         self.example_filename.setWordWrap(True)
-        self.example_filename.setObjectName(_fromUtf8("example_filename"))
+        self.example_filename.setObjectName("example_filename")
         self.verticalLayout.addWidget(self.example_filename)
-        self.example_filename_va = QtGui.QLabel(self.groupBox)
-        sizePolicy = QtGui.QSizePolicy(QtGui.QSizePolicy.Preferred, QtGui.QSizePolicy.Preferred)
+        self.example_filename_va = QtWidgets.QLabel(self.groupBox)
+        sizePolicy = QtWidgets.QSizePolicy(QtWidgets.QSizePolicy.Preferred, QtWidgets.QSizePolicy.Preferred)
         sizePolicy.setHorizontalStretch(0)
         sizePolicy.setVerticalStretch(0)
         sizePolicy.setHeightForWidth(self.example_filename_va.sizePolicy().hasHeightForWidth())
         self.example_filename_va.setSizePolicy(sizePolicy)
-        self.example_filename_va.setText(_fromUtf8(""))
+        self.example_filename_va.setText("")
         self.example_filename_va.setWordWrap(True)
-        self.example_filename_va.setObjectName(_fromUtf8("example_filename_va"))
+        self.example_filename_va.setObjectName("example_filename_va")
         self.verticalLayout.addWidget(self.example_filename_va)
         self.verticalLayout_5.addWidget(self.groupBox)
 
@@ -160,6 +146,7 @@ class Ui_RenamingOptionsPage(object):
         QtCore.QMetaObject.connectSlotsByName(RenamingOptionsPage)
 
     def retranslateUi(self, RenamingOptionsPage):
+        _translate = QtCore.QCoreApplication.translate
         self.move_files.setTitle(_("Move files when saving"))
         self.label.setText(_("Destination directory:"))
         self.move_files_to_browse.setText(_("Browse..."))
@@ -173,7 +160,7 @@ class Ui_RenamingOptionsPage(object):
 "<html><head><meta name=\"qrichtext\" content=\"1\" /><style type=\"text/css\">\n"
 "p, li { white-space: pre-wrap; }\n"
 "</style></head><body style=\" font-family:\'Monospace\'; font-size:9pt; font-weight:400; font-style:normal;\">\n"
-"<p style=\"-qt-paragraph-type:empty; margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px; font-size:10pt;\"><br /></p></body></html>", None))
+"<p style=\"-qt-paragraph-type:empty; margin-top:0px; margin-bottom:0px; margin-left:0px; margin-right:0px; -qt-block-indent:0; text-indent:0px; font-size:10pt;\"><br /></p></body></html>"))
         self.file_naming_format_default.setText(_("Default"))
         self.groupBox.setTitle(_("Examples"))
 
diff --git a/picard/ui/ui_options_script.py b/picard/ui/ui_options_script.py
index 65b58a577..d4b66d655 100644
--- a/picard/ui/ui_options_script.py
+++ b/picard/ui/ui_options_script.py
@@ -3,94 +3,80 @@
 # Automatically generated - don't edit.
 # Use `python setup.py build_ui` to update it.
 
-from PyQt4 import QtCore, QtGui
-
-try:
-    _fromUtf8 = QtCore.QString.fromUtf8
-except AttributeError:
-    def _fromUtf8(s):
-        return s
-
-try:
-    _encoding = QtGui.QApplication.UnicodeUTF8
-    def _translate(context, text, disambig):
-        return QtGui.QApplication.translate(context, text, disambig, _encoding)
-except AttributeError:
-    def _translate(context, text, disambig):
-        return QtGui.QApplication.translate(context, text, disambig)
+from PyQt5 import QtCore, QtGui, QtWidgets
 
 class Ui_ScriptingOptionsPage(object):
     def setupUi(self, ScriptingOptionsPage):
-        ScriptingOptionsPage.setObjectName(_fromUtf8("ScriptingOptionsPage"))
+        ScriptingOptionsPage.setObjectName("ScriptingOptionsPage")
         ScriptingOptionsPage.resize(605, 377)
-        self.vboxlayout = QtGui.QVBoxLayout(ScriptingOptionsPage)
-        self.vboxlayout.setMargin(9)
+        self.vboxlayout = QtWidgets.QVBoxLayout(ScriptingOptionsPage)
+        self.vboxlayout.setContentsMargins(9, 9, 9, 9)
         self.vboxlayout.setSpacing(6)
-        self.vboxlayout.setObjectName(_fromUtf8("vboxlayout"))
-        self.enable_tagger_scripts = QtGui.QGroupBox(ScriptingOptionsPage)
+        self.vboxlayout.setObjectName("vboxlayout")
+        self.enable_tagger_scripts = QtWidgets.QGroupBox(ScriptingOptionsPage)
         self.enable_tagger_scripts.setCheckable(True)
-        self.enable_tagger_scripts.setObjectName(_fromUtf8("enable_tagger_scripts"))
-        self.verticalLayout = QtGui.QVBoxLayout(self.enable_tagger_scripts)
-        self.verticalLayout.setObjectName(_fromUtf8("verticalLayout"))
-        self.groupBox = QtGui.QGroupBox(self.enable_tagger_scripts)
-        sizePolicy = QtGui.QSizePolicy(QtGui.QSizePolicy.Expanding, QtGui.QSizePolicy.Expanding)
+        self.enable_tagger_scripts.setObjectName("enable_tagger_scripts")
+        self.verticalLayout = QtWidgets.QVBoxLayout(self.enable_tagger_scripts)
+        self.verticalLayout.setObjectName("verticalLayout")
+        self.groupBox = QtWidgets.QGroupBox(self.enable_tagger_scripts)
+        sizePolicy = QtWidgets.QSizePolicy(QtWidgets.QSizePolicy.Expanding, QtWidgets.QSizePolicy.Expanding)
         sizePolicy.setHorizontalStretch(0)
         sizePolicy.setVerticalStretch(0)
         sizePolicy.setHeightForWidth(self.groupBox.sizePolicy().hasHeightForWidth())
         self.groupBox.setSizePolicy(sizePolicy)
-        self.groupBox.setTitle(_fromUtf8(""))
-        self.groupBox.setObjectName(_fromUtf8("groupBox"))
-        self.verticalLayout_3 = QtGui.QVBoxLayout(self.groupBox)
-        self.verticalLayout_3.setMargin(0)
+        self.groupBox.setTitle("")
+        self.groupBox.setObjectName("groupBox")
+        self.verticalLayout_3 = QtWidgets.QVBoxLayout(self.groupBox)
+        self.verticalLayout_3.setContentsMargins(0, 0, 0, 0)
         self.verticalLayout_3.setSpacing(6)
-        self.verticalLayout_3.setObjectName(_fromUtf8("verticalLayout_3"))
-        self.horizontalLayout = QtGui.QHBoxLayout()
-        self.horizontalLayout.setObjectName(_fromUtf8("horizontalLayout"))
-        self.add_script = QtGui.QPushButton(self.groupBox)
-        self.add_script.setObjectName(_fromUtf8("add_script"))
+        self.verticalLayout_3.setObjectName("verticalLayout_3")
+        self.horizontalLayout = QtWidgets.QHBoxLayout()
+        self.horizontalLayout.setObjectName("horizontalLayout")
+        self.add_script = QtWidgets.QPushButton(self.groupBox)
+        self.add_script.setObjectName("add_script")
         self.horizontalLayout.addWidget(self.add_script)
-        spacerItem = QtGui.QSpacerItem(40, 20, QtGui.QSizePolicy.Expanding, QtGui.QSizePolicy.Minimum)
+        spacerItem = QtWidgets.QSpacerItem(40, 20, QtWidgets.QSizePolicy.Expanding, QtWidgets.QSizePolicy.Minimum)
         self.horizontalLayout.addItem(spacerItem)
         self.verticalLayout_3.addLayout(self.horizontalLayout)
-        self.splitter = QtGui.QSplitter(self.groupBox)
+        self.splitter = QtWidgets.QSplitter(self.groupBox)
         self.splitter.setOrientation(QtCore.Qt.Horizontal)
         self.splitter.setChildrenCollapsible(False)
-        self.splitter.setObjectName(_fromUtf8("splitter"))
-        self.script_list = QtGui.QListWidget(self.splitter)
-        sizePolicy = QtGui.QSizePolicy(QtGui.QSizePolicy.Ignored, QtGui.QSizePolicy.Expanding)
+        self.splitter.setObjectName("splitter")
+        self.script_list = QtWidgets.QListWidget(self.splitter)
+        sizePolicy = QtWidgets.QSizePolicy(QtWidgets.QSizePolicy.Ignored, QtWidgets.QSizePolicy.Expanding)
         sizePolicy.setHorizontalStretch(0)
         sizePolicy.setVerticalStretch(0)
         sizePolicy.setHeightForWidth(self.script_list.sizePolicy().hasHeightForWidth())
         self.script_list.setSizePolicy(sizePolicy)
-        self.script_list.setObjectName(_fromUtf8("script_list"))
-        self.formWidget = QtGui.QWidget(self.splitter)
-        self.formWidget.setObjectName(_fromUtf8("formWidget"))
-        self.verticalLayout_2 = QtGui.QVBoxLayout(self.formWidget)
-        self.verticalLayout_2.setMargin(0)
-        self.verticalLayout_2.setObjectName(_fromUtf8("verticalLayout_2"))
-        self.script_name = QtGui.QLineEdit(self.formWidget)
-        sizePolicy = QtGui.QSizePolicy(QtGui.QSizePolicy.Expanding, QtGui.QSizePolicy.Fixed)
+        self.script_list.setObjectName("script_list")
+        self.formWidget = QtWidgets.QWidget(self.splitter)
+        self.formWidget.setObjectName("formWidget")
+        self.verticalLayout_2 = QtWidgets.QVBoxLayout(self.formWidget)
+        self.verticalLayout_2.setContentsMargins(0, 0, 0, 0)
+        self.verticalLayout_2.setObjectName("verticalLayout_2")
+        self.script_name = QtWidgets.QLineEdit(self.formWidget)
+        sizePolicy = QtWidgets.QSizePolicy(QtWidgets.QSizePolicy.Expanding, QtWidgets.QSizePolicy.Fixed)
         sizePolicy.setHorizontalStretch(0)
         sizePolicy.setVerticalStretch(0)
         sizePolicy.setHeightForWidth(self.script_name.sizePolicy().hasHeightForWidth())
         self.script_name.setSizePolicy(sizePolicy)
-        self.script_name.setObjectName(_fromUtf8("script_name"))
+        self.script_name.setObjectName("script_name")
         self.verticalLayout_2.addWidget(self.script_name)
-        self.tagger_script = QtGui.QTextEdit(self.formWidget)
-        self.tagger_script.setObjectName(_fromUtf8("tagger_script"))
+        self.tagger_script = QtWidgets.QTextEdit(self.formWidget)
+        self.tagger_script.setObjectName("tagger_script")
         self.verticalLayout_2.addWidget(self.tagger_script)
         self.verticalLayout_3.addWidget(self.splitter)
         self.verticalLayout.addWidget(self.groupBox)
-        self.script_error = QtGui.QLabel(self.enable_tagger_scripts)
-        self.script_error.setText(_fromUtf8(""))
+        self.script_error = QtWidgets.QLabel(self.enable_tagger_scripts)
+        self.script_error.setText("")
         self.script_error.setAlignment(QtCore.Qt.AlignCenter)
-        self.script_error.setObjectName(_fromUtf8("script_error"))
+        self.script_error.setObjectName("script_error")
         self.verticalLayout.addWidget(self.script_error)
-        self.scripting_doc_link = QtGui.QLabel(self.enable_tagger_scripts)
-        self.scripting_doc_link.setText(_fromUtf8(""))
+        self.scripting_doc_link = QtWidgets.QLabel(self.enable_tagger_scripts)
+        self.scripting_doc_link.setText("")
         self.scripting_doc_link.setWordWrap(True)
         self.scripting_doc_link.setOpenExternalLinks(True)
-        self.scripting_doc_link.setObjectName(_fromUtf8("scripting_doc_link"))
+        self.scripting_doc_link.setObjectName("scripting_doc_link")
         self.verticalLayout.addWidget(self.scripting_doc_link)
         self.vboxlayout.addWidget(self.enable_tagger_scripts)
 
@@ -98,6 +84,7 @@ class Ui_ScriptingOptionsPage(object):
         QtCore.QMetaObject.connectSlotsByName(ScriptingOptionsPage)
 
     def retranslateUi(self, ScriptingOptionsPage):
+        _translate = QtCore.QCoreApplication.translate
         self.enable_tagger_scripts.setTitle(_("Tagger Script(s)"))
         self.add_script.setToolTip(_("Add new script"))
         self.add_script.setText(_("Add new script"))
diff --git a/picard/ui/ui_options_tags.py b/picard/ui/ui_options_tags.py
index 9e047fab3..5416d0395 100644
--- a/picard/ui/ui_options_tags.py
+++ b/picard/ui/ui_options_tags.py
@@ -3,134 +3,129 @@
 # Automatically generated - don't edit.
 # Use `python setup.py build_ui` to update it.
 
-from PyQt4 import QtCore, QtGui
-
-try:
-    _fromUtf8 = QtCore.QString.fromUtf8
-except AttributeError:
-    _fromUtf8 = lambda s: s
+from PyQt5 import QtCore, QtGui, QtWidgets
 
 class Ui_TagsOptionsPage(object):
     def setupUi(self, TagsOptionsPage):
-        TagsOptionsPage.setObjectName(_fromUtf8("TagsOptionsPage"))
+        TagsOptionsPage.setObjectName("TagsOptionsPage")
         TagsOptionsPage.resize(539, 425)
-        self.vboxlayout = QtGui.QVBoxLayout(TagsOptionsPage)
-        self.vboxlayout.setObjectName(_fromUtf8("vboxlayout"))
-        self.write_tags = QtGui.QCheckBox(TagsOptionsPage)
-        self.write_tags.setObjectName(_fromUtf8("write_tags"))
+        self.vboxlayout = QtWidgets.QVBoxLayout(TagsOptionsPage)
+        self.vboxlayout.setObjectName("vboxlayout")
+        self.write_tags = QtWidgets.QCheckBox(TagsOptionsPage)
+        self.write_tags.setObjectName("write_tags")
         self.vboxlayout.addWidget(self.write_tags)
-        self.preserve_timestamps = QtGui.QCheckBox(TagsOptionsPage)
-        self.preserve_timestamps.setObjectName(_fromUtf8("preserve_timestamps"))
+        self.preserve_timestamps = QtWidgets.QCheckBox(TagsOptionsPage)
+        self.preserve_timestamps.setObjectName("preserve_timestamps")
         self.vboxlayout.addWidget(self.preserve_timestamps)
-        self.before_tagging = QtGui.QGroupBox(TagsOptionsPage)
-        self.before_tagging.setObjectName(_fromUtf8("before_tagging"))
-        self.vboxlayout1 = QtGui.QVBoxLayout(self.before_tagging)
-        self.vboxlayout1.setSpacing(2)
+        self.before_tagging = QtWidgets.QGroupBox(TagsOptionsPage)
+        self.before_tagging.setObjectName("before_tagging")
+        self.vboxlayout1 = QtWidgets.QVBoxLayout(self.before_tagging)
         self.vboxlayout1.setContentsMargins(-1, 6, -1, 7)
-        self.vboxlayout1.setObjectName(_fromUtf8("vboxlayout1"))
-        self.clear_existing_tags = QtGui.QCheckBox(self.before_tagging)
-        self.clear_existing_tags.setObjectName(_fromUtf8("clear_existing_tags"))
+        self.vboxlayout1.setSpacing(2)
+        self.vboxlayout1.setObjectName("vboxlayout1")
+        self.clear_existing_tags = QtWidgets.QCheckBox(self.before_tagging)
+        self.clear_existing_tags.setObjectName("clear_existing_tags")
         self.vboxlayout1.addWidget(self.clear_existing_tags)
-        self.remove_id3_from_flac = QtGui.QCheckBox(self.before_tagging)
-        self.remove_id3_from_flac.setObjectName(_fromUtf8("remove_id3_from_flac"))
+        self.remove_id3_from_flac = QtWidgets.QCheckBox(self.before_tagging)
+        self.remove_id3_from_flac.setObjectName("remove_id3_from_flac")
         self.vboxlayout1.addWidget(self.remove_id3_from_flac)
-        self.remove_ape_from_mp3 = QtGui.QCheckBox(self.before_tagging)
-        self.remove_ape_from_mp3.setObjectName(_fromUtf8("remove_ape_from_mp3"))
+        self.remove_ape_from_mp3 = QtWidgets.QCheckBox(self.before_tagging)
+        self.remove_ape_from_mp3.setObjectName("remove_ape_from_mp3")
         self.vboxlayout1.addWidget(self.remove_ape_from_mp3)
-        spacerItem = QtGui.QSpacerItem(20, 6, QtGui.QSizePolicy.Minimum, QtGui.QSizePolicy.Fixed)
+        spacerItem = QtWidgets.QSpacerItem(20, 6, QtWidgets.QSizePolicy.Minimum, QtWidgets.QSizePolicy.Fixed)
         self.vboxlayout1.addItem(spacerItem)
-        self.preserved_tags_label = QtGui.QLabel(self.before_tagging)
-        self.preserved_tags_label.setObjectName(_fromUtf8("preserved_tags_label"))
+        self.preserved_tags_label = QtWidgets.QLabel(self.before_tagging)
+        self.preserved_tags_label.setObjectName("preserved_tags_label")
         self.vboxlayout1.addWidget(self.preserved_tags_label)
-        self.preserved_tags = QtGui.QLineEdit(self.before_tagging)
-        self.preserved_tags.setObjectName(_fromUtf8("preserved_tags"))
+        self.preserved_tags = QtWidgets.QLineEdit(self.before_tagging)
+        self.preserved_tags.setObjectName("preserved_tags")
         self.vboxlayout1.addWidget(self.preserved_tags)
-        self.preserved_tags_help = QtGui.QLabel(self.before_tagging)
-        self.preserved_tags_help.setObjectName(_fromUtf8("preserved_tags_help"))
+        self.preserved_tags_help = QtWidgets.QLabel(self.before_tagging)
+        self.preserved_tags_help.setObjectName("preserved_tags_help")
         self.vboxlayout1.addWidget(self.preserved_tags_help)
         self.vboxlayout.addWidget(self.before_tagging)
-        self.tag_compatibility = QtGui.QGroupBox(TagsOptionsPage)
-        self.tag_compatibility.setObjectName(_fromUtf8("tag_compatibility"))
-        self.vboxlayout2 = QtGui.QVBoxLayout(self.tag_compatibility)
-        self.vboxlayout2.setSpacing(2)
+        self.tag_compatibility = QtWidgets.QGroupBox(TagsOptionsPage)
+        self.tag_compatibility.setObjectName("tag_compatibility")
+        self.vboxlayout2 = QtWidgets.QVBoxLayout(self.tag_compatibility)
         self.vboxlayout2.setContentsMargins(-1, 6, -1, 7)
-        self.vboxlayout2.setObjectName(_fromUtf8("vboxlayout2"))
-        self.id3v2_version = QtGui.QGroupBox(self.tag_compatibility)
+        self.vboxlayout2.setSpacing(2)
+        self.vboxlayout2.setObjectName("vboxlayout2")
+        self.id3v2_version = QtWidgets.QGroupBox(self.tag_compatibility)
         self.id3v2_version.setFlat(False)
         self.id3v2_version.setCheckable(False)
-        self.id3v2_version.setObjectName(_fromUtf8("id3v2_version"))
-        self.horizontalLayout = QtGui.QHBoxLayout(self.id3v2_version)
+        self.id3v2_version.setObjectName("id3v2_version")
+        self.horizontalLayout = QtWidgets.QHBoxLayout(self.id3v2_version)
         self.horizontalLayout.setContentsMargins(-1, 6, -1, 7)
-        self.horizontalLayout.setObjectName(_fromUtf8("horizontalLayout"))
-        self.write_id3v24 = QtGui.QRadioButton(self.id3v2_version)
+        self.horizontalLayout.setObjectName("horizontalLayout")
+        self.write_id3v24 = QtWidgets.QRadioButton(self.id3v2_version)
         self.write_id3v24.setChecked(True)
-        self.write_id3v24.setObjectName(_fromUtf8("write_id3v24"))
+        self.write_id3v24.setObjectName("write_id3v24")
         self.horizontalLayout.addWidget(self.write_id3v24)
-        self.write_id3v23 = QtGui.QRadioButton(self.id3v2_version)
+        self.write_id3v23 = QtWidgets.QRadioButton(self.id3v2_version)
         self.write_id3v23.setChecked(False)
-        self.write_id3v23.setObjectName(_fromUtf8("write_id3v23"))
+        self.write_id3v23.setObjectName("write_id3v23")
         self.horizontalLayout.addWidget(self.write_id3v23)
-        self.label = QtGui.QLabel(self.id3v2_version)
-        self.label.setText(_fromUtf8(""))
+        self.label = QtWidgets.QLabel(self.id3v2_version)
+        self.label.setText("")
         self.label.setWordWrap(True)
-        self.label.setObjectName(_fromUtf8("label"))
+        self.label.setObjectName("label")
         self.horizontalLayout.addWidget(self.label)
-        spacerItem1 = QtGui.QSpacerItem(40, 20, QtGui.QSizePolicy.Expanding, QtGui.QSizePolicy.Minimum)
+        spacerItem1 = QtWidgets.QSpacerItem(40, 20, QtWidgets.QSizePolicy.Expanding, QtWidgets.QSizePolicy.Minimum)
         self.horizontalLayout.addItem(spacerItem1)
         self.vboxlayout2.addWidget(self.id3v2_version)
-        self.id3v2_text_encoding = QtGui.QGroupBox(self.tag_compatibility)
-        self.id3v2_text_encoding.setObjectName(_fromUtf8("id3v2_text_encoding"))
-        self.horizontalLayout_2 = QtGui.QHBoxLayout(self.id3v2_text_encoding)
+        self.id3v2_text_encoding = QtWidgets.QGroupBox(self.tag_compatibility)
+        self.id3v2_text_encoding.setObjectName("id3v2_text_encoding")
+        self.horizontalLayout_2 = QtWidgets.QHBoxLayout(self.id3v2_text_encoding)
         self.horizontalLayout_2.setContentsMargins(-1, 6, -1, 7)
-        self.horizontalLayout_2.setObjectName(_fromUtf8("horizontalLayout_2"))
-        self.enc_utf8 = QtGui.QRadioButton(self.id3v2_text_encoding)
-        self.enc_utf8.setObjectName(_fromUtf8("enc_utf8"))
+        self.horizontalLayout_2.setObjectName("horizontalLayout_2")
+        self.enc_utf8 = QtWidgets.QRadioButton(self.id3v2_text_encoding)
+        self.enc_utf8.setObjectName("enc_utf8")
         self.horizontalLayout_2.addWidget(self.enc_utf8)
-        self.enc_utf16 = QtGui.QRadioButton(self.id3v2_text_encoding)
-        self.enc_utf16.setObjectName(_fromUtf8("enc_utf16"))
+        self.enc_utf16 = QtWidgets.QRadioButton(self.id3v2_text_encoding)
+        self.enc_utf16.setObjectName("enc_utf16")
         self.horizontalLayout_2.addWidget(self.enc_utf16)
-        self.enc_iso88591 = QtGui.QRadioButton(self.id3v2_text_encoding)
-        self.enc_iso88591.setObjectName(_fromUtf8("enc_iso88591"))
+        self.enc_iso88591 = QtWidgets.QRadioButton(self.id3v2_text_encoding)
+        self.enc_iso88591.setObjectName("enc_iso88591")
         self.horizontalLayout_2.addWidget(self.enc_iso88591)
-        spacerItem2 = QtGui.QSpacerItem(40, 20, QtGui.QSizePolicy.Expanding, QtGui.QSizePolicy.Minimum)
+        spacerItem2 = QtWidgets.QSpacerItem(40, 20, QtWidgets.QSizePolicy.Expanding, QtWidgets.QSizePolicy.Minimum)
         self.horizontalLayout_2.addItem(spacerItem2)
-        self.label_2 = QtGui.QLabel(self.id3v2_text_encoding)
-        self.label_2.setText(_fromUtf8(""))
+        self.label_2 = QtWidgets.QLabel(self.id3v2_text_encoding)
+        self.label_2.setText("")
         self.label_2.setWordWrap(True)
-        self.label_2.setObjectName(_fromUtf8("label_2"))
+        self.label_2.setObjectName("label_2")
         self.horizontalLayout_2.addWidget(self.label_2)
         self.vboxlayout2.addWidget(self.id3v2_text_encoding)
-        self.hbox_id3v23_join_with = QtGui.QHBoxLayout()
-        self.hbox_id3v23_join_with.setObjectName(_fromUtf8("hbox_id3v23_join_with"))
-        self.label_id3v23_join_with = QtGui.QLabel(self.tag_compatibility)
-        sizePolicy = QtGui.QSizePolicy(QtGui.QSizePolicy.Preferred, QtGui.QSizePolicy.Preferred)
+        self.hbox_id3v23_join_with = QtWidgets.QHBoxLayout()
+        self.hbox_id3v23_join_with.setObjectName("hbox_id3v23_join_with")
+        self.label_id3v23_join_with = QtWidgets.QLabel(self.tag_compatibility)
+        sizePolicy = QtWidgets.QSizePolicy(QtWidgets.QSizePolicy.Preferred, QtWidgets.QSizePolicy.Preferred)
         sizePolicy.setHorizontalStretch(4)
         sizePolicy.setVerticalStretch(0)
         sizePolicy.setHeightForWidth(self.label_id3v23_join_with.sizePolicy().hasHeightForWidth())
         self.label_id3v23_join_with.setSizePolicy(sizePolicy)
-        self.label_id3v23_join_with.setObjectName(_fromUtf8("label_id3v23_join_with"))
+        self.label_id3v23_join_with.setObjectName("label_id3v23_join_with")
         self.hbox_id3v23_join_with.addWidget(self.label_id3v23_join_with)
-        self.id3v23_join_with = QtGui.QComboBox(self.tag_compatibility)
-        sizePolicy = QtGui.QSizePolicy(QtGui.QSizePolicy.Preferred, QtGui.QSizePolicy.Fixed)
+        self.id3v23_join_with = QtWidgets.QComboBox(self.tag_compatibility)
+        sizePolicy = QtWidgets.QSizePolicy(QtWidgets.QSizePolicy.Preferred, QtWidgets.QSizePolicy.Fixed)
         sizePolicy.setHorizontalStretch(1)
         sizePolicy.setVerticalStretch(0)
         sizePolicy.setHeightForWidth(self.id3v23_join_with.sizePolicy().hasHeightForWidth())
         self.id3v23_join_with.setSizePolicy(sizePolicy)
         self.id3v23_join_with.setEditable(True)
-        self.id3v23_join_with.setObjectName(_fromUtf8("id3v23_join_with"))
-        self.id3v23_join_with.addItem(_fromUtf8(""))
-        self.id3v23_join_with.setItemText(0, _fromUtf8("/"))
-        self.id3v23_join_with.addItem(_fromUtf8(""))
-        self.id3v23_join_with.setItemText(1, _fromUtf8("; "))
-        self.id3v23_join_with.addItem(_fromUtf8(""))
-        self.id3v23_join_with.setItemText(2, _fromUtf8(" / "))
+        self.id3v23_join_with.setObjectName("id3v23_join_with")
+        self.id3v23_join_with.addItem("")
+        self.id3v23_join_with.setItemText(0, "/")
+        self.id3v23_join_with.addItem("")
+        self.id3v23_join_with.setItemText(1, "; ")
+        self.id3v23_join_with.addItem("")
+        self.id3v23_join_with.setItemText(2, " / ")
         self.hbox_id3v23_join_with.addWidget(self.id3v23_join_with)
         self.vboxlayout2.addLayout(self.hbox_id3v23_join_with)
-        self.write_id3v1 = QtGui.QCheckBox(self.tag_compatibility)
-        self.write_id3v1.setObjectName(_fromUtf8("write_id3v1"))
+        self.write_id3v1 = QtWidgets.QCheckBox(self.tag_compatibility)
+        self.write_id3v1.setObjectName("write_id3v1")
         self.vboxlayout2.addWidget(self.write_id3v1)
         self.vboxlayout.addWidget(self.tag_compatibility)
-        spacerItem3 = QtGui.QSpacerItem(274, 41, QtGui.QSizePolicy.Minimum, QtGui.QSizePolicy.Expanding)
+        spacerItem3 = QtWidgets.QSpacerItem(274, 41, QtWidgets.QSizePolicy.Minimum, QtWidgets.QSizePolicy.Expanding)
         self.vboxlayout.addItem(spacerItem3)
 
         self.retranslateUi(TagsOptionsPage)
@@ -149,6 +144,7 @@ class Ui_TagsOptionsPage(object):
         TagsOptionsPage.setTabOrder(self.id3v23_join_with, self.write_id3v1)
 
     def retranslateUi(self, TagsOptionsPage):
+        _translate = QtCore.QCoreApplication.translate
         self.write_tags.setText(_("Write tags to files"))
         self.preserve_timestamps.setText(_("Preserve timestamps of tagged files"))
         self.before_tagging.setTitle(_("Before Tagging"))
diff --git a/picard/ui/ui_passworddialog.py b/picard/ui/ui_passworddialog.py
index 3736409fe..fd996efa7 100644
--- a/picard/ui/ui_passworddialog.py
+++ b/picard/ui/ui_passworddialog.py
@@ -3,64 +3,60 @@
 # Automatically generated - don't edit.
 # Use `python setup.py build_ui` to update it.
 
-from PyQt4 import QtCore, QtGui
-
-try:
-    _fromUtf8 = QtCore.QString.fromUtf8
-except AttributeError:
-    _fromUtf8 = lambda s: s
+from PyQt5 import QtCore, QtGui, QtWidgets
 
 class Ui_PasswordDialog(object):
     def setupUi(self, PasswordDialog):
-        PasswordDialog.setObjectName(_fromUtf8("PasswordDialog"))
+        PasswordDialog.setObjectName("PasswordDialog")
         PasswordDialog.setWindowModality(QtCore.Qt.WindowModal)
         PasswordDialog.resize(378, 246)
-        sizePolicy = QtGui.QSizePolicy(QtGui.QSizePolicy.Preferred, QtGui.QSizePolicy.Preferred)
+        sizePolicy = QtWidgets.QSizePolicy(QtWidgets.QSizePolicy.Preferred, QtWidgets.QSizePolicy.Preferred)
         sizePolicy.setHorizontalStretch(0)
         sizePolicy.setVerticalStretch(0)
         sizePolicy.setHeightForWidth(PasswordDialog.sizePolicy().hasHeightForWidth())
         PasswordDialog.setSizePolicy(sizePolicy)
-        self.verticalLayout = QtGui.QVBoxLayout(PasswordDialog)
-        self.verticalLayout.setObjectName(_fromUtf8("verticalLayout"))
-        self.info_text = QtGui.QLabel(PasswordDialog)
-        self.info_text.setText(_fromUtf8(""))
+        self.verticalLayout = QtWidgets.QVBoxLayout(PasswordDialog)
+        self.verticalLayout.setObjectName("verticalLayout")
+        self.info_text = QtWidgets.QLabel(PasswordDialog)
+        self.info_text.setText("")
         self.info_text.setWordWrap(True)
-        self.info_text.setObjectName(_fromUtf8("info_text"))
+        self.info_text.setObjectName("info_text")
         self.verticalLayout.addWidget(self.info_text)
-        spacerItem = QtGui.QSpacerItem(20, 60, QtGui.QSizePolicy.Minimum, QtGui.QSizePolicy.Expanding)
+        spacerItem = QtWidgets.QSpacerItem(20, 60, QtWidgets.QSizePolicy.Minimum, QtWidgets.QSizePolicy.Expanding)
         self.verticalLayout.addItem(spacerItem)
-        self.label = QtGui.QLabel(PasswordDialog)
-        self.label.setObjectName(_fromUtf8("label"))
+        self.label = QtWidgets.QLabel(PasswordDialog)
+        self.label.setObjectName("label")
         self.verticalLayout.addWidget(self.label)
-        self.username = QtGui.QLineEdit(PasswordDialog)
+        self.username = QtWidgets.QLineEdit(PasswordDialog)
         self.username.setWindowModality(QtCore.Qt.NonModal)
-        sizePolicy = QtGui.QSizePolicy(QtGui.QSizePolicy.Expanding, QtGui.QSizePolicy.Fixed)
+        sizePolicy = QtWidgets.QSizePolicy(QtWidgets.QSizePolicy.Expanding, QtWidgets.QSizePolicy.Fixed)
         sizePolicy.setHorizontalStretch(0)
         sizePolicy.setVerticalStretch(0)
         sizePolicy.setHeightForWidth(self.username.sizePolicy().hasHeightForWidth())
         self.username.setSizePolicy(sizePolicy)
-        self.username.setObjectName(_fromUtf8("username"))
+        self.username.setObjectName("username")
         self.verticalLayout.addWidget(self.username)
-        self.label_2 = QtGui.QLabel(PasswordDialog)
-        self.label_2.setObjectName(_fromUtf8("label_2"))
+        self.label_2 = QtWidgets.QLabel(PasswordDialog)
+        self.label_2.setObjectName("label_2")
         self.verticalLayout.addWidget(self.label_2)
-        self.password = QtGui.QLineEdit(PasswordDialog)
-        self.password.setEchoMode(QtGui.QLineEdit.Password)
-        self.password.setObjectName(_fromUtf8("password"))
+        self.password = QtWidgets.QLineEdit(PasswordDialog)
+        self.password.setEchoMode(QtWidgets.QLineEdit.Password)
+        self.password.setObjectName("password")
         self.verticalLayout.addWidget(self.password)
-        spacerItem1 = QtGui.QSpacerItem(20, 40, QtGui.QSizePolicy.Minimum, QtGui.QSizePolicy.Expanding)
+        spacerItem1 = QtWidgets.QSpacerItem(20, 40, QtWidgets.QSizePolicy.Minimum, QtWidgets.QSizePolicy.Expanding)
         self.verticalLayout.addItem(spacerItem1)
-        self.buttonbox = QtGui.QDialogButtonBox(PasswordDialog)
+        self.buttonbox = QtWidgets.QDialogButtonBox(PasswordDialog)
         self.buttonbox.setOrientation(QtCore.Qt.Horizontal)
-        self.buttonbox.setStandardButtons(QtGui.QDialogButtonBox.Cancel|QtGui.QDialogButtonBox.Ok)
-        self.buttonbox.setObjectName(_fromUtf8("buttonbox"))
+        self.buttonbox.setStandardButtons(QtWidgets.QDialogButtonBox.Cancel|QtWidgets.QDialogButtonBox.Ok)
+        self.buttonbox.setObjectName("buttonbox")
         self.verticalLayout.addWidget(self.buttonbox)
 
         self.retranslateUi(PasswordDialog)
-        QtCore.QObject.connect(self.buttonbox, QtCore.SIGNAL(_fromUtf8("rejected()")), PasswordDialog.reject)
+        self.buttonbox.rejected.connect(PasswordDialog.reject)
         QtCore.QMetaObject.connectSlotsByName(PasswordDialog)
 
     def retranslateUi(self, PasswordDialog):
+        _translate = QtCore.QCoreApplication.translate
         PasswordDialog.setWindowTitle(_("Authentication required"))
         self.label.setText(_("Username:"))
         self.label_2.setText(_("Password:"))
diff --git a/picard/ui/ui_provider_options_caa.py b/picard/ui/ui_provider_options_caa.py
index fed80453c..438d76786 100644
--- a/picard/ui/ui_provider_options_caa.py
+++ b/picard/ui/ui_provider_options_caa.py
@@ -3,85 +3,72 @@
 # Automatically generated - don't edit.
 # Use `python setup.py build_ui` to update it.
 
-from PyQt4 import QtCore, QtGui
-
-try:
-    _fromUtf8 = QtCore.QString.fromUtf8
-except AttributeError:
-    def _fromUtf8(s):
-        return s
-
-try:
-    _encoding = QtGui.QApplication.UnicodeUTF8
-    def _translate(context, text, disambig):
-        return QtGui.QApplication.translate(context, text, disambig, _encoding)
-except AttributeError:
-    def _translate(context, text, disambig):
-        return QtGui.QApplication.translate(context, text, disambig)
+from PyQt5 import QtCore, QtGui, QtWidgets
 
 class Ui_CaaOptions(object):
     def setupUi(self, CaaOptions):
-        CaaOptions.setObjectName(_fromUtf8("CaaOptions"))
+        CaaOptions.setObjectName("CaaOptions")
         CaaOptions.resize(660, 194)
-        self.verticalLayout = QtGui.QVBoxLayout(CaaOptions)
-        self.verticalLayout.setObjectName(_fromUtf8("verticalLayout"))
-        self.select_caa_types_group = QtGui.QHBoxLayout()
-        self.select_caa_types_group.setObjectName(_fromUtf8("select_caa_types_group"))
-        self.restrict_images_types = QtGui.QCheckBox(CaaOptions)
-        self.restrict_images_types.setObjectName(_fromUtf8("restrict_images_types"))
+        self.verticalLayout = QtWidgets.QVBoxLayout(CaaOptions)
+        self.verticalLayout.setObjectName("verticalLayout")
+        self.select_caa_types_group = QtWidgets.QHBoxLayout()
+        self.select_caa_types_group.setObjectName("select_caa_types_group")
+        self.restrict_images_types = QtWidgets.QCheckBox(CaaOptions)
+        self.restrict_images_types.setObjectName("restrict_images_types")
         self.select_caa_types_group.addWidget(self.restrict_images_types)
-        spacerItem = QtGui.QSpacerItem(40, 20, QtGui.QSizePolicy.Expanding, QtGui.QSizePolicy.Minimum)
+        spacerItem = QtWidgets.QSpacerItem(40, 20, QtWidgets.QSizePolicy.Expanding, QtWidgets.QSizePolicy.Minimum)
         self.select_caa_types_group.addItem(spacerItem)
-        self.select_caa_types = QtGui.QPushButton(CaaOptions)
+        self.select_caa_types = QtWidgets.QPushButton(CaaOptions)
         self.select_caa_types.setEnabled(False)
-        sizePolicy = QtGui.QSizePolicy(QtGui.QSizePolicy.Fixed, QtGui.QSizePolicy.Fixed)
+        sizePolicy = QtWidgets.QSizePolicy(QtWidgets.QSizePolicy.Fixed, QtWidgets.QSizePolicy.Fixed)
         sizePolicy.setHorizontalStretch(100)
         sizePolicy.setVerticalStretch(0)
         sizePolicy.setHeightForWidth(self.select_caa_types.sizePolicy().hasHeightForWidth())
         self.select_caa_types.setSizePolicy(sizePolicy)
-        self.select_caa_types.setObjectName(_fromUtf8("select_caa_types"))
+        self.select_caa_types.setObjectName("select_caa_types")
         self.select_caa_types_group.addWidget(self.select_caa_types)
         self.verticalLayout.addLayout(self.select_caa_types_group)
-        self.horizontalLayout = QtGui.QHBoxLayout()
-        self.horizontalLayout.setObjectName(_fromUtf8("horizontalLayout"))
-        self.label = QtGui.QLabel(CaaOptions)
-        self.label.setObjectName(_fromUtf8("label"))
+        self.horizontalLayout = QtWidgets.QHBoxLayout()
+        self.horizontalLayout.setObjectName("horizontalLayout")
+        self.label = QtWidgets.QLabel(CaaOptions)
+        self.label.setObjectName("label")
         self.horizontalLayout.addWidget(self.label)
-        spacerItem1 = QtGui.QSpacerItem(40, 20, QtGui.QSizePolicy.Expanding, QtGui.QSizePolicy.Minimum)
+        spacerItem1 = QtWidgets.QSpacerItem(40, 20, QtWidgets.QSizePolicy.Expanding, QtWidgets.QSizePolicy.Minimum)
         self.horizontalLayout.addItem(spacerItem1)
-        self.cb_image_size = QtGui.QComboBox(CaaOptions)
-        sizePolicy = QtGui.QSizePolicy(QtGui.QSizePolicy.Preferred, QtGui.QSizePolicy.Fixed)
+        self.cb_image_size = QtWidgets.QComboBox(CaaOptions)
+        sizePolicy = QtWidgets.QSizePolicy(QtWidgets.QSizePolicy.Preferred, QtWidgets.QSizePolicy.Fixed)
         sizePolicy.setHorizontalStretch(0)
         sizePolicy.setVerticalStretch(0)
         sizePolicy.setHeightForWidth(self.cb_image_size.sizePolicy().hasHeightForWidth())
         self.cb_image_size.setSizePolicy(sizePolicy)
-        self.cb_image_size.setObjectName(_fromUtf8("cb_image_size"))
-        self.cb_image_size.addItem(_fromUtf8(""))
-        self.cb_image_size.addItem(_fromUtf8(""))
-        self.cb_image_size.addItem(_fromUtf8(""))
+        self.cb_image_size.setObjectName("cb_image_size")
+        self.cb_image_size.addItem("")
+        self.cb_image_size.addItem("")
+        self.cb_image_size.addItem("")
         self.horizontalLayout.addWidget(self.cb_image_size)
         self.verticalLayout.addLayout(self.horizontalLayout)
-        self.cb_save_single_front_image = QtGui.QCheckBox(CaaOptions)
-        self.cb_save_single_front_image.setObjectName(_fromUtf8("cb_save_single_front_image"))
+        self.cb_save_single_front_image = QtWidgets.QCheckBox(CaaOptions)
+        self.cb_save_single_front_image.setObjectName("cb_save_single_front_image")
         self.verticalLayout.addWidget(self.cb_save_single_front_image)
-        self.cb_approved_only = QtGui.QCheckBox(CaaOptions)
-        self.cb_approved_only.setObjectName(_fromUtf8("cb_approved_only"))
+        self.cb_approved_only = QtWidgets.QCheckBox(CaaOptions)
+        self.cb_approved_only.setObjectName("cb_approved_only")
         self.verticalLayout.addWidget(self.cb_approved_only)
-        self.cb_type_as_filename = QtGui.QCheckBox(CaaOptions)
-        sizePolicy = QtGui.QSizePolicy(QtGui.QSizePolicy.Minimum, QtGui.QSizePolicy.Fixed)
+        self.cb_type_as_filename = QtWidgets.QCheckBox(CaaOptions)
+        sizePolicy = QtWidgets.QSizePolicy(QtWidgets.QSizePolicy.Minimum, QtWidgets.QSizePolicy.Fixed)
         sizePolicy.setHorizontalStretch(0)
         sizePolicy.setVerticalStretch(0)
         sizePolicy.setHeightForWidth(self.cb_type_as_filename.sizePolicy().hasHeightForWidth())
         self.cb_type_as_filename.setSizePolicy(sizePolicy)
-        self.cb_type_as_filename.setObjectName(_fromUtf8("cb_type_as_filename"))
+        self.cb_type_as_filename.setObjectName("cb_type_as_filename")
         self.verticalLayout.addWidget(self.cb_type_as_filename)
-        spacerItem2 = QtGui.QSpacerItem(20, 40, QtGui.QSizePolicy.Minimum, QtGui.QSizePolicy.Expanding)
+        spacerItem2 = QtWidgets.QSpacerItem(20, 40, QtWidgets.QSizePolicy.Minimum, QtWidgets.QSizePolicy.Expanding)
         self.verticalLayout.addItem(spacerItem2)
 
         self.retranslateUi(CaaOptions)
         QtCore.QMetaObject.connectSlotsByName(CaaOptions)
 
     def retranslateUi(self, CaaOptions):
+        _translate = QtCore.QCoreApplication.translate
         CaaOptions.setWindowTitle(_("Form"))
         self.restrict_images_types.setText(_("Download only cover art images matching selected types"))
         self.select_caa_types.setText(_("Select types..."))
diff --git a/picard/ui/ui_provider_options_local.py b/picard/ui/ui_provider_options_local.py
index 8d7a770b9..3b0775eed 100644
--- a/picard/ui/ui_provider_options_local.py
+++ b/picard/ui/ui_provider_options_local.py
@@ -3,63 +3,50 @@
 # Automatically generated - don't edit.
 # Use `python setup.py build_ui` to update it.
 
-from PyQt4 import QtCore, QtGui
-
-try:
-    _fromUtf8 = QtCore.QString.fromUtf8
-except AttributeError:
-    def _fromUtf8(s):
-        return s
-
-try:
-    _encoding = QtGui.QApplication.UnicodeUTF8
-    def _translate(context, text, disambig):
-        return QtGui.QApplication.translate(context, text, disambig, _encoding)
-except AttributeError:
-    def _translate(context, text, disambig):
-        return QtGui.QApplication.translate(context, text, disambig)
+from PyQt5 import QtCore, QtGui, QtWidgets
 
 class Ui_LocalOptions(object):
     def setupUi(self, LocalOptions):
-        LocalOptions.setObjectName(_fromUtf8("LocalOptions"))
+        LocalOptions.setObjectName("LocalOptions")
         LocalOptions.resize(472, 215)
-        self.verticalLayout = QtGui.QVBoxLayout(LocalOptions)
-        self.verticalLayout.setObjectName(_fromUtf8("verticalLayout"))
-        self.local_cover_regex_label = QtGui.QLabel(LocalOptions)
-        self.local_cover_regex_label.setObjectName(_fromUtf8("local_cover_regex_label"))
+        self.verticalLayout = QtWidgets.QVBoxLayout(LocalOptions)
+        self.verticalLayout.setObjectName("verticalLayout")
+        self.local_cover_regex_label = QtWidgets.QLabel(LocalOptions)
+        self.local_cover_regex_label.setObjectName("local_cover_regex_label")
         self.verticalLayout.addWidget(self.local_cover_regex_label)
-        self.local_cover_regex_edit = QtGui.QLineEdit(LocalOptions)
-        self.local_cover_regex_edit.setObjectName(_fromUtf8("local_cover_regex_edit"))
+        self.local_cover_regex_edit = QtWidgets.QLineEdit(LocalOptions)
+        self.local_cover_regex_edit.setObjectName("local_cover_regex_edit")
         self.verticalLayout.addWidget(self.local_cover_regex_edit)
-        self.horizontalLayout_2 = QtGui.QHBoxLayout()
-        self.horizontalLayout_2.setObjectName(_fromUtf8("horizontalLayout_2"))
-        self.local_cover_regex_error = QtGui.QLabel(LocalOptions)
-        self.local_cover_regex_error.setText(_fromUtf8(""))
-        self.local_cover_regex_error.setObjectName(_fromUtf8("local_cover_regex_error"))
+        self.horizontalLayout_2 = QtWidgets.QHBoxLayout()
+        self.horizontalLayout_2.setObjectName("horizontalLayout_2")
+        self.local_cover_regex_error = QtWidgets.QLabel(LocalOptions)
+        self.local_cover_regex_error.setText("")
+        self.local_cover_regex_error.setObjectName("local_cover_regex_error")
         self.horizontalLayout_2.addWidget(self.local_cover_regex_error)
-        self.local_cover_regex_default = QtGui.QPushButton(LocalOptions)
-        sizePolicy = QtGui.QSizePolicy(QtGui.QSizePolicy.Fixed, QtGui.QSizePolicy.Fixed)
+        self.local_cover_regex_default = QtWidgets.QPushButton(LocalOptions)
+        sizePolicy = QtWidgets.QSizePolicy(QtWidgets.QSizePolicy.Fixed, QtWidgets.QSizePolicy.Fixed)
         sizePolicy.setHorizontalStretch(0)
         sizePolicy.setVerticalStretch(0)
         sizePolicy.setHeightForWidth(self.local_cover_regex_default.sizePolicy().hasHeightForWidth())
         self.local_cover_regex_default.setSizePolicy(sizePolicy)
-        self.local_cover_regex_default.setObjectName(_fromUtf8("local_cover_regex_default"))
+        self.local_cover_regex_default.setObjectName("local_cover_regex_default")
         self.horizontalLayout_2.addWidget(self.local_cover_regex_default)
         self.verticalLayout.addLayout(self.horizontalLayout_2)
-        self.note = QtGui.QLabel(LocalOptions)
+        self.note = QtWidgets.QLabel(LocalOptions)
         font = QtGui.QFont()
         font.setItalic(True)
         self.note.setFont(font)
         self.note.setWordWrap(True)
-        self.note.setObjectName(_fromUtf8("note"))
+        self.note.setObjectName("note")
         self.verticalLayout.addWidget(self.note)
-        spacerItem = QtGui.QSpacerItem(20, 40, QtGui.QSizePolicy.Minimum, QtGui.QSizePolicy.Expanding)
+        spacerItem = QtWidgets.QSpacerItem(20, 40, QtWidgets.QSizePolicy.Minimum, QtWidgets.QSizePolicy.Expanding)
         self.verticalLayout.addItem(spacerItem)
 
         self.retranslateUi(LocalOptions)
         QtCore.QMetaObject.connectSlotsByName(LocalOptions)
 
     def retranslateUi(self, LocalOptions):
+        _translate = QtCore.QCoreApplication.translate
         LocalOptions.setWindowTitle(_("Form"))
         self.local_cover_regex_label.setText(_("Local cover art files match the following regular expression:"))
         self.local_cover_regex_default.setText(_("Default"))
diff --git a/picard/ui/ui_tagsfromfilenames.py b/picard/ui/ui_tagsfromfilenames.py
index b9e13f4b6..c22ec4e3c 100644
--- a/picard/ui/ui_tagsfromfilenames.py
+++ b/picard/ui/ui_tagsfromfilenames.py
@@ -3,50 +3,46 @@
 # Automatically generated - don't edit.
 # Use `python setup.py build_ui` to update it.
 
-from PyQt4 import QtCore, QtGui
-
-try:
-    _fromUtf8 = QtCore.QString.fromUtf8
-except AttributeError:
-    _fromUtf8 = lambda s: s
+from PyQt5 import QtCore, QtGui, QtWidgets
 
 class Ui_TagsFromFileNamesDialog(object):
     def setupUi(self, TagsFromFileNamesDialog):
-        TagsFromFileNamesDialog.setObjectName(_fromUtf8("TagsFromFileNamesDialog"))
+        TagsFromFileNamesDialog.setObjectName("TagsFromFileNamesDialog")
         TagsFromFileNamesDialog.resize(487, 368)
-        self.gridlayout = QtGui.QGridLayout(TagsFromFileNamesDialog)
-        self.gridlayout.setMargin(9)
+        self.gridlayout = QtWidgets.QGridLayout(TagsFromFileNamesDialog)
+        self.gridlayout.setContentsMargins(9, 9, 9, 9)
         self.gridlayout.setSpacing(6)
-        self.gridlayout.setObjectName(_fromUtf8("gridlayout"))
-        self.files = QtGui.QTreeWidget(TagsFromFileNamesDialog)
+        self.gridlayout.setObjectName("gridlayout")
+        self.files = QtWidgets.QTreeWidget(TagsFromFileNamesDialog)
         self.files.setAlternatingRowColors(True)
         self.files.setRootIsDecorated(False)
-        self.files.setObjectName(_fromUtf8("files"))
+        self.files.setObjectName("files")
         self.gridlayout.addWidget(self.files, 1, 0, 1, 2)
-        self.replace_underscores = QtGui.QCheckBox(TagsFromFileNamesDialog)
-        self.replace_underscores.setObjectName(_fromUtf8("replace_underscores"))
+        self.replace_underscores = QtWidgets.QCheckBox(TagsFromFileNamesDialog)
+        self.replace_underscores.setObjectName("replace_underscores")
         self.gridlayout.addWidget(self.replace_underscores, 2, 0, 1, 2)
-        self.buttonbox = QtGui.QDialogButtonBox(TagsFromFileNamesDialog)
+        self.buttonbox = QtWidgets.QDialogButtonBox(TagsFromFileNamesDialog)
         self.buttonbox.setOrientation(QtCore.Qt.Horizontal)
-        self.buttonbox.setObjectName(_fromUtf8("buttonbox"))
+        self.buttonbox.setObjectName("buttonbox")
         self.gridlayout.addWidget(self.buttonbox, 3, 0, 1, 2)
-        self.preview = QtGui.QPushButton(TagsFromFileNamesDialog)
-        self.preview.setObjectName(_fromUtf8("preview"))
+        self.preview = QtWidgets.QPushButton(TagsFromFileNamesDialog)
+        self.preview.setObjectName("preview")
         self.gridlayout.addWidget(self.preview, 0, 1, 1, 1)
-        self.format = QtGui.QComboBox(TagsFromFileNamesDialog)
-        sizePolicy = QtGui.QSizePolicy(QtGui.QSizePolicy.Policy(7), QtGui.QSizePolicy.Policy(0))
+        self.format = QtWidgets.QComboBox(TagsFromFileNamesDialog)
+        sizePolicy = QtWidgets.QSizePolicy(QtWidgets.QSizePolicy.Policy(7), QtWidgets.QSizePolicy.Policy(0))
         sizePolicy.setHorizontalStretch(0)
         sizePolicy.setVerticalStretch(0)
         sizePolicy.setHeightForWidth(self.format.sizePolicy().hasHeightForWidth())
         self.format.setSizePolicy(sizePolicy)
         self.format.setEditable(True)
-        self.format.setObjectName(_fromUtf8("format"))
+        self.format.setObjectName("format")
         self.gridlayout.addWidget(self.format, 0, 0, 1, 1)
 
         self.retranslateUi(TagsFromFileNamesDialog)
         QtCore.QMetaObject.connectSlotsByName(TagsFromFileNamesDialog)
 
     def retranslateUi(self, TagsFromFileNamesDialog):
+        _translate = QtCore.QCoreApplication.translate
         TagsFromFileNamesDialog.setWindowTitle(_("Convert File Names to Tags"))
         self.replace_underscores.setText(_("Replace underscores with spaces"))
         self.preview.setText(_("&Preview"))
diff --git a/picard/ui/util.py b/picard/ui/util.py
index d27ca9aed..436fa20a8 100644
--- a/picard/ui/util.py
+++ b/picard/ui/util.py
@@ -18,12 +18,12 @@
 # Foundation, Inc., 51 Franklin Street, Fifth Floor, Boston, MA 02110-1301, USA.
 
 import sys
-from PyQt4 import QtCore, QtGui
+from PyQt5 import QtCore, QtGui, QtWidgets
 from picard import config
 from picard.util import find_existing_path, icontheme
 
 
-class StandardButton(QtGui.QPushButton):
+class StandardButton(QtWidgets.QPushButton):
 
     OK = 0
     CANCEL = 1
@@ -40,10 +40,10 @@ class StandardButton(QtGui.QPushButton):
         args = [label]
         if sys.platform != 'win32' and sys.platform != 'darwin':
             iconname = self.__types[btntype][1]
-            if hasattr(QtGui.QStyle, iconname):
-                icon = self.tagger.style().standardIcon(getattr(QtGui.QStyle, iconname))
+            if hasattr(QtWidgets.QStyle, iconname):
+                icon = self.tagger.style().standardIcon(getattr(QtWidgets.QStyle, iconname))
                 args = [icon, label]
-        QtGui.QPushButton.__init__(self, *args)
+        QtWidgets.QPushButton.__init__(self, *args)
 
 
 # The following code is there to fix
@@ -65,12 +65,12 @@ def find_starting_directory():
     return find_existing_path(unicode(path))
 
 
-class ButtonLineEdit(QtGui.QLineEdit):
+class ButtonLineEdit(QtWidgets.QLineEdit):
 
     def __init__(self, parent=None):
-        QtGui.QLineEdit.__init__(self, parent)
+        QtWidgets.QLineEdit.__init__(self, parent)
 
-        self.clear_button = QtGui.QToolButton(self)
+        self.clear_button = QtWidgets.QToolButton(self)
         self.clear_button.setVisible(False)
         self.clear_button.setCursor(QtCore.Qt.PointingHandCursor)
         self.clear_button.setFocusPolicy(QtCore.Qt.NoFocus)
@@ -79,11 +79,10 @@ class ButtonLineEdit(QtGui.QLineEdit):
                                                         fallback_icon))
         self.clear_button.setStyleSheet(
             "QToolButton { background: transparent; border: none;} QToolButton QWidget { color: black;}")
-        layout = QtGui.QHBoxLayout(self)
+        layout = QtWidgets.QHBoxLayout(self)
         layout.addWidget(self.clear_button, 0, QtCore.Qt.AlignRight)
 
         layout.setSpacing(0)
-        layout.setMargin(5)
         self.clear_button.setToolTip(_("Clear entry"))
         self.clear_button.clicked.connect(self.clear)
         self.textChanged.connect(self._update_clear_button)
@@ -95,13 +94,12 @@ class ButtonLineEdit(QtGui.QLineEdit):
         self.setTextMargins(left, top, right + self.clear_button.width(), bottom)
 
 
-class MultiDirsSelectDialog(QtGui.QFileDialog):
+class MultiDirsSelectDialog(QtWidgets.QFileDialog):
 
     """Custom file selection dialog which allows the selection
     of multiple directories.
     Depending on the platform, dialog may fallback on non-native.
     """
-
     def __init__(self, *args):
         super(MultiDirsSelectDialog, self).__init__(*args)
         self.setFileMode(self.Directory)
@@ -109,6 +107,6 @@ class MultiDirsSelectDialog(QtGui.QFileDialog):
         if sys.platform == "darwin":
             # The native dialog doesn't allow selecting >1 directory
             self.setOption(self.DontUseNativeDialog)
-        for view in self.findChildren((QtGui.QListView, QtGui.QTreeView)):
-            if isinstance(view.model(), QtGui.QFileSystemModel):
-                view.setSelectionMode(QtGui.QAbstractItemView.ExtendedSelection)
+        for view in self.findChildren((QtWidgets.QListView, QtWidgets.QTreeView)):
+            if isinstance(view.model(), QtWidgets.QFileSystemModel):
+                view.setSelectionMode(QtWidgets.QAbstractItemView.ExtendedSelection)
diff --git a/picard/util/__init__.py b/picard/util/__init__.py
index b573cda41..9b8e9c202 100644
--- a/picard/util/__init__.py
+++ b/picard/util/__init__.py
@@ -27,7 +27,7 @@ if sys.platform == 'win32':
 	from ctypes import windll
 
 from time import time
-from PyQt4 import QtCore
+from PyQt5 import QtCore
 from string import Template
 # Required for compatibility with lastfmplus which imports this from here rather than loading it direct.
 from functools import partial
@@ -404,8 +404,10 @@ def build_qurl(host, port=80, path=None, queryargs=None):
     if path is not None:
         url.setPath(path)
     if queryargs is not None:
+        url_query = QtCore.QUrlQuery()
         for k, v in queryargs.iteritems():
-            url.addEncodedQueryItem(k, unicode(v))
+            url_query.addQueryItem(k, unicode(v))
+        url.setQuery(url_query)
     return url
 
 def union_sorted_lists(list1, list2):
diff --git a/picard/util/cdrom.py b/picard/util/cdrom.py
index 6199746eb..05fef5ca7 100644
--- a/picard/util/cdrom.py
+++ b/picard/util/cdrom.py
@@ -22,7 +22,7 @@ import sys
 if sys.platform == 'win32':
     from ctypes import windll
 
-from PyQt4.QtCore import QFile, QIODevice
+from PyQt5.QtCore import QFile, QIODevice
 
 from picard import config
 from picard.util import uniqify
diff --git a/picard/util/icontheme.py b/picard/util/icontheme.py
index f6531d02c..743344039 100644
--- a/picard/util/icontheme.py
+++ b/picard/util/icontheme.py
@@ -19,7 +19,7 @@
 
 import sys
 import os.path
-from PyQt4 import QtGui
+from PyQt5 import QtGui
 
 if sys.platform == 'win32':
     _search_paths = []
diff --git a/picard/util/thread.py b/picard/util/thread.py
index 095f8bbab..f2b95890c 100644
--- a/picard/util/thread.py
+++ b/picard/util/thread.py
@@ -19,7 +19,7 @@
 
 import sys
 import traceback
-from PyQt4.QtCore import QRunnable, QCoreApplication, QEvent
+from PyQt5.QtCore import QRunnable, QCoreApplication, QEvent
 
 
 class ProxyToMainEvent(QEvent):
diff --git a/picard/util/versions.py b/picard/util/versions.py
index 6abaff0af..6d774343f 100644
--- a/picard/util/versions.py
+++ b/picard/util/versions.py
@@ -20,7 +20,7 @@
 
 from collections import OrderedDict
 from mutagen import version_string as mutagen_version
-from PyQt4.QtCore import PYQT_VERSION_STR as pyqt_version, QT_VERSION_STR
+from PyQt5.QtCore import PYQT_VERSION_STR as pyqt_version, QT_VERSION_STR
 from picard import PICARD_FANCY_VERSION_STR
 from picard.disc import discid_version
 
diff --git a/picard/util/webbrowser2.py b/picard/util/webbrowser2.py
index 4db562e41..7d7acf641 100644
--- a/picard/util/webbrowser2.py
+++ b/picard/util/webbrowser2.py
@@ -20,7 +20,7 @@
 import os
 import sys
 import webbrowser
-from PyQt4 import QtGui
+from PyQt5 import QtWidgets
 from picard.const import PICARD_URLS
 
 """
@@ -87,7 +87,7 @@ def open(url):
     try:
         webbrowser.open(url)
     except webbrowser.Error as e:
-        QtGui.QMessageBox.critical(None, _("Web Browser Error"), _("Error while launching a web browser:\n\n%s") % (e,))
+        QtWidgets.QMessageBox.critical(None, _("Web Browser Error"), _("Error while launching a web browser:\n\n%s") % (e,))
 
 
 def goto(url_id):
diff --git a/picard/webservice.py b/picard/webservice.py
index 3b11b369c..c954e18f3 100644
--- a/picard/webservice.py
+++ b/picard/webservice.py
@@ -31,9 +31,8 @@ import platform
 import math
 from collections import deque, defaultdict
 from functools import partial
-from PyQt4 import QtCore, QtNetwork
-from PyQt4.QtGui import QDesktopServices
-from PyQt4.QtCore import QUrl, QXmlStreamReader
+from PyQt5 import QtCore, QtNetwork
+from PyQt5.QtCore import QUrl, QXmlStreamReader, QStandardPaths, QUrlQuery
 from picard import (PICARD_APP_NAME,
                     PICARD_ORG_NAME,
                     PICARD_VERSION_STR,
@@ -168,7 +167,7 @@ class XmlWebService(QtCore.QObject):
 
     def set_cache(self, cache_size_in_mb=100):
         cache = QtNetwork.QNetworkDiskCache()
-        location = QDesktopServices.storageLocation(QDesktopServices.CacheLocation)
+        location = QStandardPaths.writableLocation(QStandardPaths.CacheLocation)
         cache.setCacheDirectory(os.path.join(unicode(location), u'picard'))
         cache.setMaximumCacheSize(cache_size_in_mb * 1024 * 1024)
         self.manager.setCache(cache)
@@ -192,7 +191,8 @@ class XmlWebService(QtCore.QObject):
         url = build_qurl(host, port, path=path, queryargs=queryargs)
         request = QtNetwork.QNetworkRequest(url)
         if mblogin and access_token:
-            request.setRawHeader("Authorization", "Bearer %s" % access_token)
+            # access_token must not be unicode - PyQt5 doesn't like it.
+            request.setRawHeader("Authorization", "Bearer %s" % str(access_token))
         if mblogin or (method == "GET" and refresh):
             request.setPriority(QtNetwork.QNetworkRequest.HighPriority)
             request.setAttribute(QtNetwork.QNetworkRequest.CacheLoadControlAttribute,
@@ -275,7 +275,7 @@ class XmlWebService(QtCore.QObject):
                         log.debug("Redirect to %s requested", redirect.toString(QUrl.RemoveUserInfo))
                         redirect_host = str(redirect.host())
                         redirect_port = self.url_port(redirect)
-                        redirect_query = dict(redirect.encodedQueryItems())
+                        redirect_query = dict(QUrlQuery(redirect).queryItems(QUrl.FullyEncoded))
                         redirect_path = redirect.path()
 
                         original_host = str(url.host())
@@ -511,7 +511,7 @@ class XmlWebService(QtCore.QObject):
     def submit_ratings(self, ratings, handler):
         host = config.setting['server_host']
         port = config.setting['server_port']
-        path = '/ws/2/rating/'
+        path = '/ws/2/rating/?client=' + CLIENT_STRING
         params = {"client": CLIENT_STRING}
         recordings = (''.join(['<recording id="%s"><user-rating>%s</user-rating></recording>' %
             (i[1], j*20) for i, j in ratings.items() if i[0] == 'recording']))
diff --git a/resources/compile.py b/resources/compile.py
index 780f2c3b3..b918cae52 100755
--- a/resources/compile.py
+++ b/resources/compile.py
@@ -12,7 +12,7 @@ def main():
     pyfile = os.path.join(topdir, "picard", "resources.py")
     qrcfile = os.path.join(topdir, "resources", "picard.qrc")
     if newer(qrcfile, pyfile):
-        pyrcc = 'pyrcc4'
+        pyrcc = 'pyrcc5'
         pyrcc_path = find_executable(pyrcc)
         if pyrcc_path is None:
             log.error("%s command not found, cannot build resource file !", pyrcc)
diff --git a/resources/picard.qrc b/resources/picard.qrc
index e372a7bde..c5cacaafd 100644
--- a/resources/picard.qrc
+++ b/resources/picard.qrc
@@ -4,6 +4,7 @@
     <file>images/16x16/action-go-down-16.png</file>
     <file>images/16x16/add-item.png</file>
     <file>images/16x16/applications-system.png</file>
+    <file>images/16x16/create-folder.png</file>
     <file>images/16x16/dialog-error.png</file>
     <file>images/16x16/document-open.png</file>
     <file>images/16x16/document-save.png</file>
diff --git a/scripts/picard.py2exe.in b/scripts/picard.py2exe.in
index 06718dfed..b38444316 100644
--- a/scripts/picard.py2exe.in
+++ b/scripts/picard.py2exe.in
@@ -33,7 +33,8 @@ class Stderr(object):
         if self._file is not None:
             self._file.flush()
     def _show_messagebox_on_exit(self, title, message):
-        from PyQt4.QtGui import QApplication, QMessageBox
+        from PyQt5.QtGui import QApplication
+        from PyQt5.QtWidgets import QMessageBox
         QApplication(sys.argv)
         QMessageBox.warning(None, title, message)
 sys.stderr = Stderr()
@@ -42,4 +43,3 @@ del Stderr
 from picard.tagger import main
 basedir = os.path.dirname(sys.argv[0])
 main(os.path.join(basedir, 'locale'), True)
-
diff --git a/setup.py b/setup.py
index 56f467775..d410043d8 100755
--- a/setup.py
+++ b/setup.py
@@ -43,9 +43,9 @@ ext_modules = [
 
 py2app_exclude_modules = [
     'pydoc',
-    'PyQt4.QtDeclarative', 'PyQt4.QtDesigner', 'PyQt4.QtHelp', 'PyQt4.QtMultimedia',
-    'PyQt4.QtOpenGL', 'PyQt4.QtScript', 'PyQt4.QtScriptTools', 'PyQt4.QtSql', 'PyQt4.QtSvg',
-    'PyQt4.QtTest', 'PyQt4.QtWebKit', 'PyQt4.QtXml', 'PyQt4.QtXmlPatterns', 'PyQt4.phonon'
+    'PyQt5.QtDeclarative', 'PyQt5.QtDesigner', 'PyQt5.QtHelp', 'PyQt5.QtMultimedia',
+    'PyQt5.QtOpenGL', 'PyQt5.QtScript', 'PyQt5.QtScriptTools', 'PyQt5.QtSql', 'PyQt5.QtSvg',
+    'PyQt5.QtTest', 'PyQt5.QtWebKit', 'PyQt5.QtXml', 'PyQt5.QtXmlPatterns', 'PyQt5.phonon'
 ]
 
 # sockets module, however not excluded from py2exe should not be used in Picard. Instead
@@ -73,7 +73,7 @@ if do_py2app:
             'iconfile'       : 'picard.icns',
             'frameworks'     : ['libiconv.2.dylib', 'libdiscid.0.dylib'],
             'resources'      : ['locale'],
-            'includes'       : ['json', 'sip', 'PyQt4', 'ntpath'] + [e.name for e in ext_modules],
+            'includes'       : ['json', 'sip', 'PyQt5', 'ntpath'] + [e.name for e in ext_modules],
             'excludes'  : exclude_modules + py2app_exclude_modules,
             'plist'     : { 'CFBundleName' : 'MusicBrainz Picard',
                             'CFBundleGetInfoString' : 'Picard, the next generation MusicBrainz tagger (see https://picard.musicbrainz.org/)',
@@ -317,13 +317,13 @@ class picard_build_ui(Command):
             self.files = files
 
     def run(self):
-        from PyQt4 import uic
+        from PyQt5 import uic
         _translate_re = (
             re.compile(
                 r'QtGui\.QApplication.translate\(.*?, (.*?), None, '
                 r'QtGui\.QApplication\.UnicodeUTF8\)'),
             re.compile(
-                r'\b_translate\(.*?, (.*?), None\)')
+                r'\b_translate\(.*?, (.*?)(?:, None)?\)')
         )
 
         def compile_ui(uifile, pyfile):
@@ -366,7 +366,7 @@ class picard_clean_ui(Command):
         pass
 
     def run(self):
-        from PyQt4 import uic
+        from PyQt5 import uic
         for uifile, pyfile in ui_files():
             try:
                 os.unlink(pyfile)
@@ -703,11 +703,11 @@ try:
                     ("locale/" + locale[1] + "/LC_MESSAGES",
                      ["build/locale/" + locale[1] + "/LC_MESSAGES/" + locale[0] + ".mo"]))
             self.distribution.data_files.append(
-                ("imageformats", [find_file_in_path("PyQt4/plugins/imageformats/qgif4.dll"),
-                                  find_file_in_path("PyQt4/plugins/imageformats/qjpeg4.dll"),
-                                  find_file_in_path("PyQt4/plugins/imageformats/qtiff4.dll")]))
+                ("imageformats", [find_file_in_path("PyQt5/plugins/imageformats/qgif4.dll"),
+                                  find_file_in_path("PyQt5/plugins/imageformats/qjpeg4.dll"),
+                                  find_file_in_path("PyQt5/plugins/imageformats/qtiff4.dll")]))
             self.distribution.data_files.append(
-                ("accessible", [find_file_in_path("PyQt4/plugins/accessible/qtaccessiblewidgets4.dll")]))
+                ("accessible", [find_file_in_path("PyQt5/plugins/accessible/qtaccessiblewidgets4.dll")]))
             self.distribution.data_files += contrib_plugin_files()
 
             py2exe.run(self)
@@ -752,7 +752,7 @@ def find_file_in_path(filename):
 
 if do_py2app:
     from py2app.util import copy_file, find_app
-    from PyQt4 import QtCore
+    from PyQt5 import QtCore
 
     class BuildAPP(py2app):
 
diff --git a/test/test_formats.py b/test/test_formats.py
index 38fd8e342..224e73489 100644
--- a/test/test_formats.py
+++ b/test/test_formats.py
@@ -4,7 +4,7 @@ import picard.formats
 import unittest
 import shutil
 
-from PyQt4 import QtCore
+from PyQt5 import QtCore
 from picard import config, log
 from picard.coverart.image import CoverArtImage, TagCoverArtImage
 from picard.metadata import Metadata
diff --git a/test/test_script.py b/test/test_script.py
index 35e45cffd..e22575cb1 100644
--- a/test/test_script.py
+++ b/test/test_script.py
@@ -1,6 +1,6 @@
 import unittest
 import picard
-from PyQt4 import QtCore
+from PyQt5 import QtCore
 from picard import config
 from picard.script import ScriptParser, ScriptError, register_script_function
 from picard.metadata import Metadata
diff --git a/ui/options_interface.ui b/ui/options_interface.ui
index 191c7e475..f5b26ad9a 100644
--- a/ui/options_interface.ui
+++ b/ui/options_interface.ui
@@ -232,4 +232,4 @@
  </widget>
  <resources/>
  <connections/>
-</ui>
+</ui>
\ No newline at end of file
diff --git a/ui/provider_options_caa.ui b/ui/provider_options_caa.ui
index 40ffb84d0..c1c6cdde1 100644
--- a/ui/provider_options_caa.ui
+++ b/ui/provider_options_caa.ui
@@ -147,4 +147,4 @@
  </widget>
  <resources/>
  <connections/>
-</ui>
+</ui>
\ No newline at end of file