aky15

espnet

End-to-End Speech Processing Toolkit

FunASR

A Fundamental End-to-End Speech Recognition Toolkit and Open Source SOTA Pretrained Models, Supporting Speech Recognition, Voice Activity Detection, Text Post-processing etc.

Conference-Acceptance-Rate

Acceptance rates for the major AI conferences

wer_are_we

Attempt at tracking states of the arts and recent results (bibliography) on speech recognition.

SenseVoice

Multilingual Voice Understanding Model

fast-transformers

Pytorch library for fast transformer implementations

pyroomacoustics

Pyroomacoustics is a package for audio signal processing for indoor applications. It was developed as a fast prototyping platform for beamforming algorithms in indoor scenarios.

icefall

ctcdecode

PyTorch CTC Decoder bindings

speech-recognition-papers

Towards hot directions in industrial end to end speech recognition

CAT

A CRF-based ASR Toolkit

Wave-U-Net-for-Speech-Enhancement

Implement Wave-U-Net by PyTorch, and migrate it to the speech enhancement.

pychain

PyTorch implementation of LF-MMI for End-to-end ASR

pykaldi2

Yet another speech toolkit based on Kaldi and PyTorch

fast_rnnt

A torch implementation of a recursion which turns out to be useful for RNN-T.

CTC-OptimizedLoss

Computes the MWER (minimum WER) Loss with CTC beam search. Knowledge distillation for CTC loss.

ASR-Benchmarks

An effort to track benchmarking results over widely-used datasets for ASR.

sentence_transformer_zh

ST-NAS

Efficient Neural Architecture Search via Straight-Through Gradients