diff --git a/.travis.yml b/.travis.yml
index c85af9f5..85d38d97 100644
--- a/.travis.yml
+++ b/.travis.yml
@@ -1,29 +1,40 @@
-sudo: required
-dist: trusty
+dist: xenial
 
 language: python
 
-python:
-  - "2.7"
-
-env:
-  - TOX_ENV=py27
-  - TOX_ENV=py33
-  - TOX_ENV=py34
-  - TOX_ENV=py35
-  - TOX_ENV=py36
-  - TOX_ENV=py37
-  - TOX_ENV=pypy
-  - TOX_ENV=docs
-  - TOX_ENV=flake8
-
-  #- TOX_ENV=pypy3
-
-before_install:
-  - "wget -q -O - https://apt.mopidy.com/mopidy.gpg | sudo apt-key add -"
-  - "sudo wget -q -O /etc/apt/sources.list.d/mopidy.list https://apt.mopidy.com/jessie.list"
-  - "sudo apt-get update -qq"
-  - "sudo apt-get install -y libffi-dev libspotify-dev python-dev python3-dev"
+addons:
+  apt:
+    sources:
+      - sourceline: 'deb http://apt.mopidy.com/ stretch main contrib non-free'
+        key_url: 'https://apt.mopidy.com/mopidy.gpg'
+    packages:
+      - libffi-dev
+      - libspotify-dev
+      - python-dev
+      - python3-dev
+
+matrix:
+  include:
+    - python: 2.7
+      env: TOX_ENV=py27
+    - python: 3.3
+      env: TOX_ENV=py33
+    - python: 3.4
+      env: TOX_ENV=py34
+    - python: 3.5
+      env: TOX_ENV=py35
+    - python: 3.6
+      env: TOX_ENV=py36
+    - python: 3.7
+      env: TOX_ENV=py37
+    - python: pypy2.7-6.0
+      env: TOX_ENV=pypy
+    - python: pypy3.5-6.0
+      env: TOX_ENV=pypy3
+    - python: 3.7
+      env: TOX_ENV=docs
+    - python: 3.7
+      env: TOX_ENV=flake8
 
 install:
   - "pip install tox"
@@ -37,12 +48,3 @@ after_success:
 branches:
   except:
     - v2.x/debian
-
-notifications:
-  irc:
-    channels:
-      - "irc.freenode.org#mopidy"
-    on_success: change
-    on_failure: change
-    use_notice: true
-    skip_join: true