This library has been implemented for voice activity detection (VAD) by human voice detection aspect. Therefore, the model is classified voices into two class, no-human (noise) and human voice. The library is based on C/C++17 (Clang compiler is preferred).
This library is highly depends on Flashlight library version 0.3. Then take to following step to install it:
-
Install libraries
boost,glog,gflag, andjson, -
Install Flashlight from following link (version 0.3):
-
Install
GRPCto build it as service.
Run following commands to build executable file:
git clone https://github.com/mmbejani/Voice-Activity-Detection
cd Voice-Activity-Detection
mkdir build && cd build
cmake .. [OPTION]
make -j 2
./run_[corrosponding built file]
Instead of OPTION use the following option
| OPTION | Description | Result File |
|---|---|---|
TRAIN |
Compile the files for training phase | run_train |
TEST |
Compile the corresponding files for test some utterance locally | run_test |
INFER |
Compile the files for making the model as library (compile all dependency in shared manner). Then the result can be installed (run make install). |
sad.so |
SERV |
Compile the corresponding files for GRPC server | run_server |
One can choose one the above options.