Open-Source Toolkit for End-to-End Speech Recognition leveraging PyTorch-Lightning
Openspeech
Openspeech provides reference implementations of various ASR modeling papers and three languages recipe to perform tasks on automatic speech recognition. We aim to make ASR technology easier to use for everyone.
Openspeech is backed by the two powerful libraries — PyTorch-Lightning and Hydra.
Various features are available in the above two libraries, including Multi-GPU and TPU training, Mixed-precision, and hierarchical configuration management.
Get Started
We use Hydra to control all the training configurations.
If you are not familiar with Hydra we recommend visiting the Hydra website.
Generally, Hydra is an open-source framework that simplifies the development of research applications by providing the ability to create a hierarchical configuration dynamically.
If you want to know how we used Hydra, we recommend you to read here.
Supported