LibreASR

Built with PyTorch and fastai

React Web App	ESP32-LyraT

docker run -it -p 8080:8080 iceychris/libreasr:latest

Head your browser to http://localhost:8080/

• RNN-T network

• Fused language models

• Dynamic Bucketing DataLoader

• Dynamic Quantization

• english, german

• french, spanish, italian, multilingual

• Tuned language model fusion

While this is clearly not SotA, training the models for longer and on multiple GPUs (instead of a single 2080 ti) would yield better results.

See releases for pretrained models.

See this colab notebook or use this notebook.

Feel free to open an issue, create a pull request or join the Discord.

You may also contribute by training a large model for longer.

• Y. He et al., “Streaming End-to-end Speech Recognition For Mobile Devices,”

• A. Kannan et al., “Large-Scale Multilingual Speech Recognition with a Streaming End-to-End Model,”

• noahchalifour/rnnt-speech-recognition

• theblackcat102/Online-Speech-Recognition

• 1ytic/warp-rnnt

• VKCOM/YouTokenToMe