Asr Open Source Projects

WhisperX: Automatic Speech Recognition with Word-level Timestamps (& Diarization)

NeMo: a toolkit for conversational AI

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

Offline speech recognition API for Android, iOS, Raspberry Pi and servers with Python, Java, C# and Node

Speech-to-text, text-to-speech, speaker diarization, speech enhancement, source separation, and VAD using next-gen Kaldi with onnxruntime without Internet connection. Support embedded systems, Android, iOS, HarmonyOS, Raspberry Pi, RISC-V, RK NPU, Axera NPU, Ascend NPU, x86_64 servers, websocket server/client, support 12 programming languages

Easy-to-use Speech Toolkit including Self-Supervised Learning model, SOTA/Streaming ASR with punctuation, Streaming TTS with text frontend, Speaker Verification System, End-to-End Speech Translation and Keyword Spotting. Won NAACL2022 Best Demo Award.

A PyTorch-based Speech Toolkit

End-to-End Speech Processing Toolkit

This is a python API which allows you to get the transcript/subtitles for a given YouTube video. It also works for automatically generated subtitles and it does not require an API key nor a headless browser, like other selenium based solutions do!

🤖 wukong-robot 是一个简单、灵活、优雅的中文语音对话机器人/智能音箱项目，支持ChatGPT多轮对话能力，还可能是首个支持脑机交互的开源智能音箱项目。

Silero Models: pre-trained text-to-speech models made embarrassingly simple

html5 js 录音 mp3 wav ogg webm amr g711a g711u 格式，支持pc和Android、iOS部分Web浏览器、Hybrid App（提供Android iOS App源码）、微信，提供ASR语音识别转文字 H5版语音通话聊天示例 DTMF编码解码

Automatic Speech Recognition with Speaker Diarization based on OpenAI Whisper

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

OpenAI Whisper ASR Webservice API

Whisper & Faster-Whisper standalone executables for those who don't want to bother with Python.

faster_whisper GUI with PySide6

Lingvo

Multilingual Automatic Speech Recognition with word-level timestamps and confidence

Offline private voice assistant for many human languages

🐸STT - The deep learning toolkit for Speech-to-Text. Training and deploying STT models has never been so easy.

pytorch-kaldi is a project for developing state-of-the-art DNN/RNN hybrid speech recognition systems. The DNN part is managed by pytorch, while feature extraction, label computation, and decoding are performed with the kaldi toolkit.

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

🔈 The React for Voice and Chat: Build Apps for Alexa, Messenger, Instagram, the Web, and more

DELTA is a deep learning based natural language and speech processing platform. LF AI & DATA Projects: https://lfaidata.foundation/projects/delta/

Speech Note Linux app. Note taking, reading and translating with offline Speech to Text, Text to Speech and Machine translation.

Live Transcribe is an Android application that provides real-time captioning for people who are deaf or hard of hearing. This repository contains the Android client libraries for communicating with Google's Cloud Speech API that are used in Live Transcribe.

WebSocket, gRPC and WebRTC speech recognition server based on Vosk and Kaldi libraries

SincNet is a neural architecture for efficiently processing raw audio samples.

Fine-tune the Whisper speech recognition model to support training without timestamp data, training with timestamp data, and training without speech data. Accelerate inference and support Web deployment, Windows desktop deployment, and Android deployment

[Unofficial] PyTorch implementation of "Conformer: Convolution-augmented Transformer for Speech Recognition" (INTERSPEECH 2020)

Offline speech recognition for Android with Vosk library.

A Python wrapper for Kaldi

an open-source implementation of sequence-to-sequence based speech processing engine

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

Espresso: A Fast End-to-End Neural Speech Recognition Toolkit

한국어 데이터 세트 링크

This project provides an API with user level access support to transcribe speech to text using a finetuned and processed Whisper ASR model.

基于PaddlePaddle实现端到端中文语音识别，从入门到实战，超简单的入门案例，超实用的企业项目。支持当前最流行的DeepSpeech2、Conformer、Squeezeformer模型

The official repository of the Eesen project

Open STT

A PyTorch implementation of Speech Transformer, an End-to-End ASR with Transformer network on Mandarin Chinese.

📦 快速转化「中文数字」和「阿拉伯数字」～ (最新特性：分数，日期、温度等转化）

基于PaddlePaddle实现的语音识别，中文语音识别。项目完善，识别效果好。支持Windows，Linux下训练和预测，支持Nvidia Jetson开发板预测。

Running speech to text model (whisper.cpp) in Unity3d on your local machine.

Chinese text normalization for speech processing

Pytorch实现的流式与非流式的自动语音识别框架，同时兼容在线和离线识别，目前支持Conformer、Squeezeformer、DeepSpeech2模型，支持多种数据增强方法。

Open-Source Toolkit for End-to-End Speech Recognition leveraging PyTorch-Lightning and Hydra.

INTERSPEECH 2023 Papers: A complete collection of influential and exciting research papers from the INTERSPEECH 2023 conference. Explore the latest advances in speech and language processing. Code included. Star the repository to support the advancement of speech technology!

:speech_balloon: An On-Premises, Streaming Speech Recognition System

Offline Speech Recognition with OpenAI Whisper and TensorFlow Lite for Android

On-device streaming speech-to-text engine powered by deep learning

A CLI script to generate subtitle files (SRT/VTT/TXT) for any video using either DeepSpeech or Coqui

Open-Source Toolkit for End-to-End Korean Automatic Speech Recognition leveraging PyTorch and Hydra.

语音识别理论、论文和PPT

📣 商用级开源语音自动识别程序库，开箱即用，全平台支持，中英文混合识别。A Cross-platform implementation of ASR inference. It's based on ONNXRuntime and FunASR. We provide a set of easier APIs to call ASR models.

End-to-end ASR/LM implementation with PyTorch

An Optimized Speech-to-Text Pipeline for the Whisper Model Supporting Multiple Inference Engine

SpeechIO Leaderboard: a large, robust, comprehensive, benchmarking platform for Automatic Speech Recognition.