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audio

Data manipulation and transformation for audio signal processing, powered by PyTorch

automata_ml

An Introduction to Weighted Automata in Machine Learning

compilers-term-project

cpython

The Python programming language

espnet

End-to-End Speech Processing Toolkit

fairseq

Facebook AI Research Sequence-to-Sequence Toolkit written in Python.

fast_rnnt

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

gtn

Automatic differentiation with weighted finite-state transducers.

icefall

icefall-demo

Some utils for icefall

k2

FSA/FST algorithms, differentiable, with PyTorch compatibility.

k2-demo

Some demos for k2

kaldi

kaldi-asr/kaldi is the official location of the Kaldi project.

kaldifeat

Kaldi-compatible online & offline feature extraction with PyTorch, supporting CUDA, batch processing, chunk processing, and autograd - Provide C++ & Python API

kenlm

KenLM: Faster and Smaller Language Model Queries

lhotse

Tools for handling speech data in machine learning projects.

nemo

A scalable generative AI framework built for researchers and developers working on Large Language Models, Multimodal, and Speech AI (Automatic Speech Recognition and Text-to-Speech)

onnxruntime

ONNX Runtime: cross-platform, high performance ML inferencing and training accelerator

peft

🤗 PEFT: State-of-the-art Parameter-Efficient Fine-Tuning.

pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

s3prl

Self-Supervised Speech Pre-training and Representation Learning Toolkit

sherpa

Speech-to-text server framework with next-gen Kaldi

sherpa-onnx

Real-time speech recognition using next-gen Kaldi with onnx without Internet connection

speech-resources

语音方向实验室/公司/资源/实习等，欢迎推荐或自荐

tensorrt

NVIDIA® TensorRT™, an SDK for high-performance deep learning inference, includes a deep learning inference optimizer and runtime that delivers low latency and high throughput for inference applications.

text_search

Some fast-ish algorithms for batch text search in moderate-sized collections, intended for data cleanup

transducer-loss-benchmarking

vall-e

PyTorch implementation of VALL-E(Zero-Shot Text-To-Speech), Reproduced Demo https://lifeiteng.github.io/valle/index.html

wenet

Production First and Production Ready End-to-End Speech Recognition Toolkit

yfyeung