diff --git a/.travis/unittest.sh b/.travis/unittest.sh
index 23f15094c8e51132cff350e786654e3bab29cee1..ad223eb4a9c1f57896762ad38d0b3fa5de5c496b 100755
--- a/.travis/unittest.sh
+++ b/.travis/unittest.sh
@@ -8,8 +8,8 @@ abort(){
 
 unittest(){
     cd $1 > /dev/null
-    if [ -f "requirements.txt" ]; then
-        pip install -r requirements.txt
+    if [ -f "setup.sh" ]; then
+        sh setup.sh
     fi
     if [ $? != 0 ]; then
         exit 1
diff --git a/deep_speech_2/README.md b/deep_speech_2/README.md
index 23e0b412b59da4ccfea7a4ce4303faec479ff234..0cdb203d21ef5fa854a011f2f0381078cabcb874 100644
--- a/deep_speech_2/README.md
+++ b/deep_speech_2/README.md
@@ -5,7 +5,7 @@
 Please replace `$PADDLE_INSTALL_DIR` with your own paddle installation directory.
 
 ```
-pip install -r requirements.txt
+sh setup.sh
 export LD_LIBRARY_PATH=$PADDLE_INSTALL_DIR/Paddle/third_party/install/warpctc/lib:$LD_LIBRARY_PATH
 ```
 
diff --git a/deep_speech_2/requirements.txt b/deep_speech_2/requirements.txt
index c37e88ffe75dfda401726f485fd9928cbb477fab..0183ecf01fc1eb2507e00b3b97a6db92b6e2258e 100644
--- a/deep_speech_2/requirements.txt
+++ b/deep_speech_2/requirements.txt
@@ -1,4 +1,3 @@
 SoundFile==0.9.0.post1
 wget==3.2
-scikits.samplerate==0.3.3
-scipy==0.13.0b1
+scipy==0.13.1
diff --git a/deep_speech_2/setup.sh b/deep_speech_2/setup.sh
new file mode 100644
index 0000000000000000000000000000000000000000..1ae2a5eee0f9cfd5b4318b29cf037165f78f2b73
--- /dev/null
+++ b/deep_speech_2/setup.sh
@@ -0,0 +1,30 @@
+#!/bin/bash
+
+# install python dependencies
+if [ -f 'requirements.txt' ]; then
+    pip install -r requirements.txt
+fi
+if [ $? != 0 ]; then
+    echo "Install python dependencies failed !!!"
+    exit 1
+fi
+
+# install scikits.samplerate
+curl -O "http://www.mega-nerd.com/SRC/libsamplerate-0.1.9.tar.gz"
+if [ $? != 0 ]; then
+    echo "Download libsamplerate-0.1.9.tar.gz failed !!!"
+    exit 1
+fi
+tar -xvf libsamplerate-0.1.9.tar.gz
+cd libsamplerate-0.1.9
+./configure && make && make install
+cd -
+rm -rf libsamplerate-0.1.9
+rm libsamplerate-0.1.9.tar.gz
+pip install scikits.samplerate==0.3.3
+if [ $? != 0 ]; then
+    echo "Install scikits.samplerate failed !!!"
+    exit 1
+fi
+
+echo "Install all dependencies successfully."