The Top 61 Asr Open Source Projects

Awesome Open Source

Awesome Open Source

Combined Topics

Advertising 📦 10

Application Programming Interfaces 📦 124

Applications 📦 192

Artificial Intelligence 📦 78

Blockchain 📦 73

Build Tools 📦 113

Cloud Computing 📦 80

Code Quality 📦 28

Collaboration 📦 32

Command Line Interface 📦 49

Community 📦 83

Companies 📦 60

Compilers 📦 63

Computer Science 📦 80

Configuration Management 📦 42

Content Management 📦 175

Control Flow 📦 213

Data Formats 📦 78

Data Processing 📦 276

Data Storage 📦 135

Economics 📦 64

Frameworks 📦 215

Graphics 📦 110

Hardware 📦 152

Integrated Development Environments 📦 49

Learning Resources 📦 166

Libraries 📦 129

Lists Of Projects 📦 22

Machine Learning 📦 347

Mapping 📦 64

Marketing 📦 15

Mathematics 📦 55

Messaging 📦 98

Networking 📦 315

Operating Systems 📦 89

Operations 📦 121

Package Managers 📦 55

Programming Languages 📦 245

Runtime Environments 📦 100

Science 📦 42

Security 📦 396

Social Media 📦 27

Software Architecture 📦 72

Software Development 📦 72

Software Performance 📦 58

Software Quality 📦 133

Text Editors 📦 49

Text Processing 📦 136

User Interface 📦 330

User Interface Components 📦 514

Version Control 📦 30

Virtualization 📦 71

Web Browsers 📦 42

Web Servers 📦 26

Web User Interface 📦 210

The Top 61 Asr Open Source Projects

Categories > Machine Learning > Asr

Wukong Robot ⭐ 2,917

🤖 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，还可能是首个支持脑机交互的开源智能音箱项目。

Speechbrain ⭐ 2,654

A PyTorch-based Speech Toolkit

Lingvo ⭐ 2,264

Pytorch Kaldi ⭐ 2,046

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.

Vosk Api ⭐ 2,025

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

Deepspeechrecognition ⭐ 1,470

A Chinese Deep Speech Recognition System 包括基于深度学习的声学模型和基于深度学习的语言模型

Delta ⭐ 1,437

DELTA is a deep learning based natural language and speech processing platform.

Wenet ⭐ 1,014

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

Silero Models ⭐ 930

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

Espresso ⭐ 848

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

Sincnet ⭐ 825

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

Pykaldi ⭐ 802

A Python wrapper for Kaldi

The official repository of the Eesen project

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

Libreasr ⭐ 645

💬 An On-Premises, Streaming Speech Recognition System

Open_stt ⭐ 624

Speech Transformer ⭐ 607

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

Neural_sp ⭐ 452

End-to-end ASR/LM implementation with PyTorch

Cheetah ⭐ 411

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

Zamia Speech ⭐ 402

Open tools and data for cloudless automatic speech recognition

Nmtpytorch ⭐ 395

Sequence-to-Sequence Framework in PyTorch

Asr_theory ⭐ 382

语音识别理论，论文和PPT

Vosk Server ⭐ 347

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

Vosk Android Demo ⭐ 322

Offline speech recognition for Android with Vosk library.

Tensorflow_end2end_speech_recognition ⭐ 309

End-to-End speech recognition implementation base on TensorFlow (CTC, Attention, and MTL training)

📦 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）

Chinese_text_normalization ⭐ 291

Chinese text normalization for speech processing

Docker Kaldi Gstreamer Server ⭐ 273

Dockerfile for kaldi-gstreamer-server.

Kaldi-based Korean ASR (한국어 음성인식) open-source project

Kospeech ⭐ 253

Open-Source Toolkit for End-to-End Korean Automatic Speech Recognition.

Kerasdeepspeech ⭐ 244

A Keras CTC implementation of Baidu's DeepSpeech for model experimentation

Edgedict ⭐ 224

Working online speech recognition based on RNN Transducer. ( Trained model release available in release )

Hms Ml Demo ⭐ 222

HMS ML Demo provides an example of integrating Huawei ML Kit service into applications. This example demonstrates how to integrate services provided by ML Kit, such as face detection, text recognition, image segmentation, asr, and tts.

Asr Evaluation ⭐ 200

Python module for evaluating ASR hypotheses (e.g. word error rate, word recognition rate).

End2end Asr Pytorch ⭐ 200

End-to-End Automatic Speech Recognition on PyTorch

Mrcp Plugin With Freeswitch ⭐ 187

使用FreeSWITCH接受用户手机呼叫，通过UniMRCP Server集成讯飞开放平台（xfyun）插件将用户语音进行语音识别（ASR），并根据自定义业务逻辑调用语音合成（TTS），构建简单的端到端语音呼叫中心。

Speech To Text Russian ⭐ 174

Проект для распознавания речи на русском языке на основе pykaldi.

Openspeech ⭐ 166

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

Py Kaldi Asr ⭐ 159

Some simple wrappers around kaldi-asr intended to make using kaldi's (online) decoders as convenient as possible.

Conformer ⭐ 157

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

Paddlepaddle Deepspeech ⭐ 155

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。

Speecht ⭐ 154

An opensource speech-to-text software written in tensorflow

Listen Attend Spell ⭐ 153

A PyTorch implementation of Listen, Attend and Spell (LAS), an End-to-End ASR framework.

Asr Audio Data Links ⭐ 140

A list of publically available audio data that anyone can download for ASR or other speech activities

Time delay neural network (TDNN) implementation in Pytorch using unfold method

Asr_syllable ⭐ 131

基于卷积神经网络的语音识别声学模型的研究

Pytorch Asr ⭐ 130

ASR with PyTorch

Bigcidian ⭐ 129

Pronunciation lexicon covering both English and Chinese languages for Automatic Speech Recognition.

Rnn Transducer ⭐ 121

MXNet implementation of RNN Transducer (Graves 2012): Sequence Transduction with Recurrent Neural Networks

Ktspeechcrawler ⭐ 116

Automatically constructing corpus for automatic speech recognition from YouTube videos

E2e Asr ⭐ 110

PyTorch Implementations for End-to-End Automatic Speech Recognition

Mongolian Speech Recognition ⭐ 105

Mongolian speech recognition with PyTorch

Zerospeech Tts Without T ⭐ 104

A Pytorch implementation for the ZeroSpeech 2019 challenge.

Wav2letter ⭐ 80

Speech Recognition model based off of FAIR research paper built using Pytorch.

A pytorch based end2end speech recognition system.

Asr_benchmark ⭐ 76

Program to benchmark various speech recognition APIs

AGI-server voice recognizer for #Asterisk

Syn Speech ⭐ 57

Syn.Speech is a flexible speaker independent continuous speech recognition engine for Mono and .NET framework

Keras Sincnet ⭐ 54

Keras (tensorflow) implementation of SincNet (Mirco Ravanelli, Yoshua Bengio - https://github.com/mravanelli/SincNet)

Attacking Speaker Recognition with Deep Generative Models

1-61 of 61 projects

Advertising 📦 10

Application Programming Interfaces 📦 124

Applications 📦 192

Artificial Intelligence 📦 78

Blockchain 📦 73

Build Tools 📦 113

Cloud Computing 📦 80

Code Quality 📦 28

Collaboration 📦 32

Command Line Interface 📦 49

Community 📦 83

Companies 📦 60

Compilers 📦 63

Computer Science 📦 80

Configuration Management 📦 42

Content Management 📦 175

Control Flow 📦 213

Data Formats 📦 78

Data Processing 📦 276

Data Storage 📦 135

Economics 📦 64

Frameworks 📦 215

Graphics 📦 110

Hardware 📦 152

Integrated Development Environments 📦 49

Learning Resources 📦 166

Libraries 📦 129

Lists Of Projects 📦 22

Machine Learning 📦 347

Mapping 📦 64

Marketing 📦 15

Mathematics 📦 55

Messaging 📦 98

Networking 📦 315

Operating Systems 📦 89

Operations 📦 121

Package Managers 📦 55

Programming Languages 📦 245

Runtime Environments 📦 100

Science 📦 42

Security 📦 396

Social Media 📦 27

Software Architecture 📦 72

Software Development 📦 72

Software Performance 📦 58

Software Quality 📦 133

Text Editors 📦 49

Text Processing 📦 136

User Interface 📦 330

User Interface Components 📦 514

Version Control 📦 30

Virtualization 📦 71

Web Browsers 📦 42

Web Servers 📦 26

Web User Interface 📦 210