diff --git a/.travis.yml b/.travis.yml
index a3550024f5..a25b7dad21 100644
--- a/.travis.yml
+++ b/.travis.yml
@@ -30,17 +30,9 @@ matrix:
       env: NAME="transifex push"
       sudo: required
       dist: trusty
-      addons:
-        apt:
-          packages:
-            - libsdl2-dev
-            - qtbase5-dev
-            - libqt5opengl5-dev
-            - qttools5-dev
-            - qttools5-dev-tools
+      services: docker
       install: "./.travis/transifex/deps.sh"
       script: "./.travis/transifex/build.sh"
-      after_success: "./.travis/transifex/upload.sh"
     - os: osx
       env: NAME="macos build"
       sudo: false
diff --git a/.travis/transifex/build.sh b/.travis/transifex/build.sh
index 2e98223601..9046575251 100755
--- a/.travis/transifex/build.sh
+++ b/.travis/transifex/build.sh
@@ -1,6 +1,4 @@
-#!/bin/bash -ex
-
-mkdir build && cd build
-cmake .. -DENABLE_QT_TRANSLATION=ON -DGENERATE_QT_TRANSLATION=ON -DCMAKE_BUILD_TYPE=Release
-make translation
+#!/bin/bash -e
 
+echo "+docker run -e TRANSIFEX_API_TOKEN=[REDACTED] -v $(pwd):/citra alpine /bin/sh -e /citra/.travis/transifex/docker.sh"
+docker run -e TRANSIFEX_API_TOKEN="${TRANSIFEX_API_TOKEN}" -v "$(pwd)":/citra alpine /bin/sh -e /citra/.travis/transifex/docker.sh
diff --git a/.travis/transifex/deps.sh b/.travis/transifex/deps.sh
index 3fa6b11094..16991bd3dc 100755
--- a/.travis/transifex/deps.sh
+++ b/.travis/transifex/deps.sh
@@ -1,4 +1,3 @@
 #!/bin/bash -ex
 
-sudo pip install transifex-client
-echo $'[https://www.transifex.com]\nhostname = https://www.transifex.com\nusername = api\npassword = '"$TRANSIFEX_API_TOKEN"$'\n' > ~/.transifexrc
+docker pull alpine:latest
diff --git a/.travis/transifex/docker.sh b/.travis/transifex/docker.sh
new file mode 100644
index 0000000000..24bf01084a
--- /dev/null
+++ b/.travis/transifex/docker.sh
@@ -0,0 +1,26 @@
+#!/bin/bash -e
+
+# Setup RC file for tx
+echo $'[https://www.transifex.com]\nhostname = https://www.transifex.com\nusername = api\npassword = '"$TRANSIFEX_API_TOKEN"$'\n' > ~/.transifexrc
+
+set -x
+
+echo -e "\e[1m\e[33mInstalling dependencies...\e[0m"
+apk update
+apk add build-base sdl2-dev cmake python3-dev qt5-qttools-dev
+
+pip3 install transifex-client
+
+echo -e "\e[1m\e[33mBuild tools information:\e[0m"
+cmake --version
+gcc -v
+tx --version
+
+cd /citra
+mkdir build && cd build
+cmake .. -DENABLE_QT_TRANSLATION=ON -DGENERATE_QT_TRANSLATION=ON -DCMAKE_BUILD_TYPE=Release
+make translation
+cd ..
+
+cd dist/languages
+tx push -s
diff --git a/.travis/transifex/upload.sh b/.travis/transifex/upload.sh
deleted file mode 100755
index f518478503..0000000000
--- a/.travis/transifex/upload.sh
+++ /dev/null
@@ -1,5 +0,0 @@
-#!/bin/bash -ex
-
-cd dist/languages
-tx push -s
-