diff --git a/.travis.yml b/.travis.yml
deleted file mode 100644
index 8eeea2c..0000000
--- a/.travis.yml
+++ /dev/null
@@ -1,110 +0,0 @@
-os: linux
-dist: jammy
-language: python
-addons:
-  apt:
-    packages:
-    - libmms0
-jobs:
-  include:
-    - python: &python_main_version 3.11
-      env:
-        TOXENV: docs,black,flake8,isort,mypy,pylint
-        TOX_PARALLEL: "-p"
-    - python: 3.7
-      env:
-        TOXENV: py37
-    - python: 3.8
-      env:
-        TOXENV: py38
-    - python: 3.9
-      env:
-        TOXENV: py39
-    - python: 3.10
-      env:
-        TOXENV: py310
-    - python: 3.11
-      env:
-        TOXENV: py311
-    - python: pypy3
-      env:
-        TOXENV: pypy3
-    - os: osx
-      # Not required but makes Travis' output prettier
-      language: generic
-      env:
-        MB_PYTHON_VERSION: 3.7
-        TOXENV: py37
-    - os: osx
-      language: generic
-      env:
-        MB_PYTHON_VERSION: 3.8
-        TOXENV: py38
-    - os: osx
-      language: generic
-      env:
-        MB_PYTHON_VERSION: 3.9
-        TOXENV: py39
-    - os: osx
-      language: generic
-      env:
-        MB_PYTHON_VERSION: 3.10
-        TOXENV: py310
-    - os: osx
-      language: generic
-      env:
-        MB_PYTHON_VERSION: 3.11
-        TOXENV: py311
-before_install: |
-  if [ $TRAVIS_OS_NAME == osx ]; then
-    git clone https://github.com/matthew-brett/multibuild
-    touch config.sh # required by the multibuild project
-    source multibuild/common_utils.sh
-    source multibuild/travis_steps.sh
-    before_install
-    curl https://mediaarea.net/download/binary/libmediainfo0/${MEDIAINFO_VERSION}/MediaInfo_DLL_${MEDIAINFO_VERSION}_Mac_x86_64+arm64.tar.bz2 | tar xj MediaInfoLib/libmediainfo.0.dylib MediaInfoLib/License.html
-    # Required for tests to pass with tox
-    cp MediaInfoLib/libmediainfo.0.dylib /usr/local/lib
-    mv MediaInfoLib/libmediainfo.0.dylib pymediainfo
-    mv MediaInfoLib/License.html docs
-  else
-    pushd /tmp
-    libzen_deb=libzen0v5_${LIBZEN_VERSION}-1_amd64.xUbuntu_${UBUNTU_VERSION}.deb
-    mediainfo_deb=libmediainfo0v5_${MEDIAINFO_VERSION}-1_amd64.xUbuntu_${UBUNTU_VERSION}.deb
-    curl -O https://mediaarea.net/download/binary/libzen0/${LIBZEN_VERSION}/${libzen_deb}
-    curl -O https://mediaarea.net/download/binary/libmediainfo0/${MEDIAINFO_VERSION}/${mediainfo_deb}
-    sudo dpkg -i ${libzen_deb} ${mediainfo_deb}
-    popd
-  fi
-  pip install tox
-script: "tox $TOX_PARALLEL"
-notifications:
-  email:
-    on_success: change
-    on_failure: change
-after_success: |
-  if [[ $TRAVIS_TAG ]]; then
-    if [[ $TRAVIS_OS_NAME == osx && $MB_PYTHON_VERSION == $PYTHON_MAIN_VERSION ]]; then
-      pip install wheel twine
-      python setup.py bdist_wheel
-      twine upload --skip-existing -u sbraz dist/*.whl
-    # We only want to upload distributions from environments where
-    # the actual test suite runs, and not just QA stuff like pylint & friends,
-    # so we make sure it's a py-something tox environment
-    elif [[ $TRAVIS_OS_NAME == linux && $TRAVIS_PYTHON_VERSION == $PYTHON_MAIN_VERSION && $TOXENV == py?? ]]; then
-      # sdists generated on OSX have a problem with the accented test file
-      # https://github.com/sbraz/pymediainfo/issues/67
-      python setup.py sdist
-      pip install twine
-      twine upload --skip-existing -u sbraz dist/*.gz
-    fi
-  fi
-env:
-  global:
-    # TWINE_PASSWORD
-    - secure: "WjxnZjhgG7SCFbtYNbCAv935y3GG1CBHKJZbjSag9dBNg41OF98Q4PjnK6KxQ68Avfsv8mTGn8FbbGyXU4J033khynMCDOPMo0MAKPVYTaon3GKXf9triyzuuFty5U0kydJyqQdiqpkJPgkOou19s/x1AesfBthUswS51kyWdeg="
-    - MEDIAINFO_VERSION: 22.09
-    - LIBZEN_VERSION: 0.4.39
-    - UBUNTU_VERSION: 22.04
-    - PYTHON_MAIN_VERSION: *python_main_version
-    - TOX_PARALLEL_NO_SPINNER: 1
diff --git a/README.rst b/README.rst
index e502842..9016875 100644
--- a/README.rst
+++ b/README.rst
@@ -13,9 +13,6 @@ pymediainfo
 .. image:: https://img.shields.io/pypi/implementation/pymediainfo.svg
   :target: https://pypi.org/project/pymediainfo
 
-.. image:: https://travis-ci.com/sbraz/pymediainfo.svg?branch=master
-  :target: https://travis-ci.com/sbraz/pymediainfo
-
 .. image:: https://ci.appveyor.com/api/projects/status/g15a2daem1oub57n/branch/master?svg=true
   :target: https://ci.appveyor.com/project/sbraz/pymediainfo
 
diff --git a/appveyor.yml b/appveyor.yml
index be9b693..faae008 100644
--- a/appveyor.yml
+++ b/appveyor.yml
@@ -1,34 +1,78 @@
-image:
-  # Currently required to support Python 3.9
-  - Visual Studio 2019
 environment:
+  LINUX_IMAGE: &linux_image Ubuntu2004
+  MACOS_IMAGE: &macos_image macos-monterey
+  WINDOWS_IMAGE: &windows_image Visual Studio 2022
+  LIBZEN_VERSION: 0.4.39
+  MEDIAINFO_VERSION: 22.09
+  UBUNTU_VERSION: 20.04
+  QA_PYTHON_VERSION: 3.11
+  # AppVeyor doesn't offer Python 3.11 on macOS yet
+  # https://github.com/appveyor/ci/issues/3858
+  DEPLOY_TOXENV: py310
+  PYPY_URL: https://downloads.python.org/pypy/pypy3.9-v7.3.9-linux64.tar.bz2
   # Work around https://github.com/tox-dev/tox/issues/1550
   PYTHONIOENCODING: utf-8
-  MEDIAINFO_VERSION: 22.09
+  TOX_PARALLEL_NO_SPINNER: 1
+  TWINE_USERNAME: "__token__"
   TWINE_PASSWORD:
-    secure: /EO8CxTxhQVNsGNZZvU51jjHwPW524rgddNlwOAyLoA=
+    secure: Jp2QpmAii1mmAXmotdXmPx5q679oMcRolziuu9m2pawkvOnRJtWMsI4uWiTiSbiw+HMbyyWwVpy+FiaPsHZxtM863PNNJidW1WDam4kn8EM+rznjgZfO9NSCcwZJU5jcTYCwuXo3+FnVNK5rvQ8QJ+Zu6WzH1Ysb+uJSz8e6xt7d7hoZbb9VH5bJC7tYrw+bH+TfA9juVpIYfCavozLLTDLqTcvPfJ+LXMPbiZO+oOztNsLRsviH2QAPXaLspXvCr6qUVH3A84KCdfSXCOZG0g/eYUZ6ilMLESe7DrYZrRc=
+  matrix:
+    - TOXENV: docs,black,flake8,isort,mypy,pylint
+      APPVEYOR_BUILD_WORKER_IMAGE: *linux_image
+    - TOXENV: pypy3
+      APPVEYOR_BUILD_WORKER_IMAGE: *linux_image
+    - TOXENV: py37
+      APPVEYOR_BUILD_WORKER_IMAGE: *linux_image
+    - TOXENV: py38
+      APPVEYOR_BUILD_WORKER_IMAGE: *linux_image
+    - TOXENV: py39
+      APPVEYOR_BUILD_WORKER_IMAGE: *linux_image
+    - TOXENV: py310
+      APPVEYOR_BUILD_WORKER_IMAGE: *linux_image
+    - TOXENV: py311
+      APPVEYOR_BUILD_WORKER_IMAGE: *linux_image
+    - TOXENV: py38
+      APPVEYOR_BUILD_WORKER_IMAGE: *macos_image
+    - TOXENV: py39
+      APPVEYOR_BUILD_WORKER_IMAGE: *macos_image
+    - TOXENV: py310
+      APPVEYOR_BUILD_WORKER_IMAGE: *macos_image
+    - TOXENV: py37
+      PYTHON: "C:/Python37"
+      APPVEYOR_BUILD_WORKER_IMAGE: *windows_image
+    - TOXENV: py37
+      PYTHON: "C:/Python37-x64"
+      APPVEYOR_BUILD_WORKER_IMAGE: *windows_image
+    - TOXENV: py38
+      PYTHON: "C:/Python38"
+      APPVEYOR_BUILD_WORKER_IMAGE: *windows_image
+    - TOXENV: py38
+      PYTHON: "C:/Python38-x64"
+      APPVEYOR_BUILD_WORKER_IMAGE: *windows_image
+    - TOXENV: py39
+      PYTHON: "C:/Python39"
+      APPVEYOR_BUILD_WORKER_IMAGE: *windows_image
+    - TOXENV: py39
+      PYTHON: "C:/Python39-x64"
+      APPVEYOR_BUILD_WORKER_IMAGE: *windows_image
+    - TOXENV: py310
+      PYTHON: "C:/Python310"
+      APPVEYOR_BUILD_WORKER_IMAGE: *windows_image
+    - TOXENV: py310
+      PYTHON: "C:/Python310-x64"
+      APPVEYOR_BUILD_WORKER_IMAGE: *windows_image
+    - TOXENV: py311
+      PYTHON: "C:/Python311"
+      APPVEYOR_BUILD_WORKER_IMAGE: *windows_image
+    - TOXENV: py311
+      PYTHON: "C:/Python311-x64"
+      APPVEYOR_BUILD_WORKER_IMAGE: *windows_image
+for:
+-
   matrix:
-    - PYTHON: "C:/Python37"
-      TOXENV: py37
-    - PYTHON: "C:/Python38"
-      TOXENV: py38
-    - PYTHON: "C:/Python39"
-      TOXENV: py39
-    - PYTHON: "C:/Python310"
-      TOXENV: py310
-    - PYTHON: "C:/Python311"
-      TOXENV: py311
-    - PYTHON: "C:/Python37-x64"
-      TOXENV: py37
-    - PYTHON: "C:/Python38-x64"
-      TOXENV: py38
-    - PYTHON: "C:/Python39-x64"
-      TOXENV: py39
-    - PYTHON: "C:/Python310-x64"
-      TOXENV: py310
-    - PYTHON: "C:/Python311-x64"
-      TOXENV: py311
-install:
+    only:
+    - APPVEYOR_BUILD_WORKER_IMAGE: *windows_image
+  install:
     - "SET PATH=%PYTHON%;%PYTHON%/Scripts;%PATH%"
     - "python --version"
     - "IF %PYTHON:~-4% == -x64 (SET ARCH=x64) ELSE (SET ARCH=i386)"
@@ -40,10 +84,86 @@ install:
     - ps: "Copy-Item -Path MediaInfo.dll -Destination ${Env:PYTHON}"
     - "move MediaInfo.dll pymediainfo"
     - "move Developers\\License.html docs"
-    - "pip install --upgrade setuptools tox twine wheel"
-build_script:
-  - "python setup.py bdist_wheel"
-test_script:
-  - "tox"
-deploy_script:
-  - ps: If ($env:APPVEYOR_REPO_TAG -eq "true") { Invoke-Expression "twine upload --skip-existing -u sbraz dist/*.whl" }
+    - "pip install tox"
+  build: off
+  test_script:
+    - "tox"
+  deploy_script:
+    - ps: |
+        If (($env:APPVEYOR_REPO_TAG -eq "true") -and ($env:TOXENV -eq $env:DEPLOY_TOXENV)) {
+          pip install twine wheel
+          python setup.py bdist_wheel
+          Invoke-Expression "twine upload --skip-existing dist/*.whl"
+        }
+-
+  matrix:
+    only:
+      - APPVEYOR_BUILD_WORKER_IMAGE: *macos_image
+  install: |
+    set -eo pipefail
+    PYTHON_VERSION="$(sed -E 's/^py(3)(.*)$/\1.\2/' <<< "$TOXENV")"
+    source "${HOME}/venv${PYTHON_VERSION}/bin/activate"
+    pip install tox
+    curl https://mediaarea.net/download/binary/libmediainfo0/${MEDIAINFO_VERSION}/MediaInfo_DLL_${MEDIAINFO_VERSION}_Mac_x86_64+arm64.tar.bz2 \
+      | tar xj MediaInfoLib/libmediainfo.0.dylib MediaInfoLib/License.html
+    # Required for tests to pass with tox
+    cp MediaInfoLib/libmediainfo.0.dylib /usr/local/lib/
+  build: off
+  test_script:
+    - "tox"
+  deploy_script: |
+    set -eo pipefail
+    if [[ $APPVEYOR_REPO_TAG == "true" && $TOXENV == $DEPLOY_TOXENV ]]; then
+      mv MediaInfoLib/libmediainfo.0.dylib pymediainfo
+      mv MediaInfoLib/License.html docs
+      pip install twine wheel
+      python setup.py bdist_wheel
+      twine upload --skip-existing dist/*.whl
+    fi
+-
+  matrix:
+    only:
+      - APPVEYOR_BUILD_WORKER_IMAGE: *linux_image
+  install: |
+    set -eo pipefail
+    if [[ $TOXENV =~ doc.* ]]; then
+      source "${HOME}/venv${QA_PYTHON_VERSION}/bin/activate"
+      pip install tox
+    else
+      if [[ $TOXENV == pypy3 ]]; then
+        pushd /tmp
+        curl -sS "$PYPY_URL" | tar xj
+        PATH="$(pwd)/pypy3.9-v7.3.9-linux64/bin/:$PATH"
+        python -m ensurepip
+        popd
+      else
+        PYTHON_VERSION="$(sed -E 's/^py(3)(.*)$/\1.\2/' <<< "$TOXENV")"
+        source "${HOME}/venv${PYTHON_VERSION}/bin/activate"
+      fi
+      # "python -m pip" will work with the unpacked PyPy too, "pip" won't
+      python -m pip install tox
+      pushd /tmp
+      libzen_deb=libzen0v5_${LIBZEN_VERSION}-1_amd64.xUbuntu_${UBUNTU_VERSION}.deb
+      mediainfo_deb=libmediainfo0v5_${MEDIAINFO_VERSION}-1_amd64.xUbuntu_${UBUNTU_VERSION}.deb
+      curl -O "https://mediaarea.net/download/binary/libzen0/${LIBZEN_VERSION}/${libzen_deb}"
+      curl -O "https://mediaarea.net/download/binary/libmediainfo0/${MEDIAINFO_VERSION}/${mediainfo_deb}"
+      sudo apt-get -y install libmms0
+      sudo dpkg -i "${libzen_deb}" "${mediainfo_deb}"
+      popd
+    fi
+  build: off
+  test_script: |
+    if [[ $TOXENV =~ doc.* ]]; then
+      tox -p
+    else
+      # We want to see the progression of the tests so we can't run
+      # tox environments in parallel
+      tox
+    fi
+  deploy_script: |
+    set -eo pipefail
+    if [[ $APPVEYOR_REPO_TAG == "true" && ! $TOXENV =~ $DEPLOY_TOXENV ]]; then
+      pip install twine
+      python setup.py sdist
+      twine upload --skip-existing dist/*.gz
+    fi