diff --git a/.travis.yml b/.travis.yml
index b703ea33c..49e56200a 100644
--- a/.travis.yml
+++ b/.travis.yml
@@ -5,7 +5,7 @@ notifications:
   email: false
 
 before_install:
-  sudo apt-get install -y libsqlite3-dev cppcheck valgrind gcc-4.8 gettext
+  sudo apt-get install -y libsqlite3-dev cppcheck valgrind gcc-4.8 gettext libc6-dev-armhf-cross libc6-dev-arm64-cross gcc-aarch64-linux-gnu gcc-arm-linux-gnueabihf qemu-user-static binfmt-support
 
 env:
   - ARCH=64 SOURCE_CHECK_ONLY=true COPTFLAGS="-O3"
@@ -33,6 +33,8 @@ env:
   - VALGRIND=1 ARCH=64 DEVELOPER=1 COMPILER=gcc TEST_GROUP=10 TEST_GROUP_COUNT=12 SOURCE_CHECK_ONLY=false
   - VALGRIND=1 ARCH=64 DEVELOPER=1 COMPILER=gcc TEST_GROUP=11 TEST_GROUP_COUNT=12 SOURCE_CHECK_ONLY=false
   - VALGRIND=1 ARCH=64 DEVELOPER=1 COMPILER=gcc TEST_GROUP=12 TEST_GROUP_COUNT=12 SOURCE_CHECK_ONLY=false
+  - VALGRIND=0 ARCH=arm32v7 DEVELOPER=1 TARGET_HOST=arm-linux-gnueabihf
+  - VALGRIND=0 ARCH=arm64v8 DEVELOPER=1 TARGET_HOST=aarch64-linux-gnu
 cache:
   directories:
     - dependencies
diff --git a/.travis/build.sh b/.travis/build.sh
index f8b07aea1..df27516d2 100755
--- a/.travis/build.sh
+++ b/.travis/build.sh
@@ -43,8 +43,51 @@ cat > pytest.ini << EOF
 addopts=-p no:logging --color=no --force-flaky
 EOF
 
+if [ "$TARGET_HOST" == "arm-linux-gnueabihf" ] || [ "$TARGET_HOST" == "arm-linux-gnueabihf" ]
+then
+    export QEMU_LD_PREFIX=/usr/"$TARGET_HOST"/
+    export MAKE_HOST="$TARGET_HOST"
+    export AR="$TARGET_HOST"-ar
+    export AS="$TARGET_HOST"-as
+    export CC="$TARGET_HOST"-gcc
+    export CXX="$TARGET_HOST"-g++
+    export LD="$TARGET_HOST"-ld
+    export STRIP="$TARGET_HOST"-strip
 
-if [ "$SOURCE_CHECK_ONLY" == "false" ]; then
+    wget -q https://zlib.net/zlib-1.2.11.tar.gz \
+    && tar xvf zlib-1.2.11.tar.gz \
+    && cd zlib-1.2.11 \
+    && ./configure --prefix="$QEMU_LD_PREFIX" \
+    && make \
+    && sudo make install 
+    cd .. && rm zlib-1.2.11.tar.gz && rm -rf zlib-1.2.11
+
+    wget -q https://www.sqlite.org/2018/sqlite-src-3260000.zip \
+    && unzip sqlite-src-3260000.zip \
+    && cd sqlite-src-3260000 \
+    && ./configure --disable-tcl --enable-static --disable-readline --disable-threadsafe --disable-load-extension --host="$TARGET_HOST" --prefix="$QEMU_LD_PREFIX" \
+    && make \
+    && sudo make install 
+    cd .. && rm sqlite-src-3260000.zip && rm -rf sqlite-src-3260000
+
+    wget -q https://gmplib.org/download/gmp/gmp-6.1.2.tar.xz \
+    && tar xvf gmp-6.1.2.tar.xz \
+    && cd gmp-6.1.2 \
+    && ./configure --disable-assembly --prefix="$QEMU_LD_PREFIX" --host="$TARGET_HOST" \
+    && make \
+    && sudo make install 
+    cd .. && rm gmp-6.1.2.tar.xz && rm -rf gmp-6.1.2
+
+    ./configure --enable-static
+
+    echo -en 'travis_fold:start:script.2\\r'
+    make -j3 > /dev/null
+    echo -en 'travis_fold:end:script.2\\r'
+
+    echo -en 'travis_fold:start:script.3\\r'
+    make -j$PYTEST_PAR check-units
+    echo -en 'travis_fold:end:script.3\\r'
+elif [ "$SOURCE_CHECK_ONLY" == "false" ]; then
     echo -en 'travis_fold:start:script.2\\r'
     make -j3 > /dev/null
     echo -en 'travis_fold:end:script.2\\r'