React + Flask WebApp for interacting with a modified ConvTasNet developed by us.
cd flask
pip3 install -r requirements.txt
python3 server.pyFlags : --prod To switch configs like MySQL connection configs, secrets, etc.
Now, this WebApp is ready for interacting with you at http://localhost:5000/
The whole architecture is a Stateless one. Retrieve a JWT and send it everytime you want to denoise an audio
This WebApp is based on Flask and Flask-SocketIO. We have production-built the React WebApp and serve it using Flask itself. The socket communication occurs via two events : send and receive. When the recording is stopped, a callback is called and the recorded NOISY audio along with JWT is sent to the socket via socket.emit(...) ;
There comes the magic part!!! Once Flask validates the JWT signature, it writes the audio blob to a file. A random string of a fixed length is generated to be appended to the file name. This file is processed by inference scripts. Finally, an ENHANCED version of the noisy audio is saved as file in a sub directory named output/.
Flask now converts enhanced audio to bytestream, deletes the files created and emits the bytestream.
- SQL-Alchemy
- Dockerfile
- NGINX Configs