Hey guys @jancarius @bozden, I have managed to get the TensorFlow tutorial working as a PWA. Here is a link to the repo: https://github.com/Ashwin2397/Offline_STT . I have made it as a proof-of-concept and am looking to develop a similar rendition with full English speech recognition. This implementation is based on the limited vocabulary provided by TensorFlow’s model.
Based on my limited understanding, I have gathered that I would be able to produce full speech recognition by using data provided by the common voice project and training my own model. I shall not go into this realm until I have fully explored Deepspeech. Hence, my next course of action is to do the following:
- Use deepspeech in nodejs
- Create a bundle with webpack
- Deploy it as a PWA
As aforementioned, bundling the nodeJS script with browserify did not work. Thus, I am unsure if using webpack will be any different. I am amidst learning webpack now.
To those whom are more well-versed and experienced, I would appreciate any information or advise, thank you!