thousandVoices

Text to Speech (TTS) with synthetical speaker embeddings

Usage

Model packaging (using MLflow)

Package the model using the artifacts in TTS/artifacts, and storing the package in packages/test_deployment

python TTS/pack.py TTS/artifacts packages/test_deployment

Model deployment

Deploy the packaged model in packages/test_deployment using a Flask server

python TTS/deploy.py packages/test_deployment

Testing

In your browser go to

http://0.0.0.0:5000/TTS?S=Hello%20Stranger,%20how%20are%20you%20doing

Change REST endpoint is /TTS, taging an argument S containing the string to be synthesized. The speaker embedding used for synthesis is selected randomly.