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The Top 321 Asr Open Source Projects on Github

Speechbrain ⭐ 3,387
A PyTorch-based Speech Toolkit
Wukong Robot ⭐ 3,095
🤖 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。
Vosk Api ⭐ 2,539
Offline speech recognition API for Android, iOS, Raspberry Pi and servers with Python, Java, C# and Node
Lingvo ⭐ 2,359
Lingvo
Pytorch Kaldi ⭐ 1,955
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.
Wenet ⭐ 1,584
Production First and Production Ready End-to-End Speech Recognition Toolkit
Delta ⭐ 1,455
DELTA is a deep learning based natural language and speech processing platform.
Silero Models ⭐ 1,088
Silero Models: pre-trained speech-to-text, text-to-speech and text-enhancement models made embarrassingly simple
Espresso ⭐ 864
Espresso: A Fast End-to-End Neural Speech Recognition Toolkit
Stt ⭐ 851
The deep learning toolkit for Speech-to-Text. Training and deploying STT models has never been so easy.
Pykaldi ⭐ 807
A Python wrapper for Kaldi
Sincnet ⭐ 764
SincNet is a neural architecture for efficiently processing raw audio samples.
Eesen ⭐ 673
The official repository of the Eesen project
Libreasr ⭐ 647
💬 An On-Premises, Streaming Speech Recognition System
Athena ⭐ 626
an open-source implementation of sequence-to-sequence based speech processing engine
Open_stt ⭐ 614
Open STT
Neural_sp ⭐ 466
End-to-end ASR/LM implementation with PyTorch
Vosk Server ⭐ 407
WebSocket, gRPC and WebRTC speech recognition server based on Vosk and Kaldi libraries
Speech Transformer ⭐ 406
A PyTorch implementation of Speech Transformer, an End-to-End ASR with Transformer network on Mandarin Chinese.
Nmtpytorch ⭐ 395
Sequence-to-Sequence Framework in PyTorch
Zamia Speech ⭐ 380
Open tools and data for cloudless automatic speech recognition
Cheetah ⭐ 369
On-device streaming speech-to-text engine powered by deep learning
Vosk Android Demo ⭐ 369
Offline speech recognition for Android with Vosk library.
Cn2an ⭐ 333
📦 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）
Openspeech ⭐ 323
Open-Source Toolkit for End-to-End Speech Recognition leveraging PyTorch-Lightning and Hydra.
Chinese_text_normalization ⭐ 315
Chinese text normalization for speech processing
Kospeech ⭐ 292
Open-Source Toolkit for End-to-End Korean Automatic Speech Recognition.
Tensorflow_end2end_speech_recognition ⭐ 275
End-to-End speech recognition implementation base on TensorFlow (CTC, Attention, and MTL training)
Docker Kaldi Gstreamer Server ⭐ 246
Dockerfile for kaldi-gstreamer-server.
Kerasdeepspeech ⭐ 244
A Keras CTC implementation of Baidu's DeepSpeech for model experimentation
Paddlepaddle Deepspeech ⭐ 241
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。
Conformer ⭐ 229
PyTorch implementation of "Conformer: Convolution-augmented Transformer for Speech Recognition" (INTERSPEECH 2020)
Edgedict ⭐ 229
Working online speech recognition based on RNN Transducer. ( Trained model release available in release )
Asr_theory ⭐ 221
语音识别理论，论文和PPT
Zeroth ⭐ 211
Kaldi-based Korean ASR (한국어 음성인식) open-source project
Asr Evaluation ⭐ 191
Python module for evaluating ASR hypotheses (e.g. word error rate, word recognition rate).
Hms Ml Demo ⭐ 185
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.
Maix Speech ⭐ 179
Maix Speech AI lib, a fast and small speech lib running on embedded devices, including ASR, chat, TTS etc.
Py Kaldi Asr ⭐ 154
Some simple wrappers around kaldi-asr intended to make using kaldi's (online) decoders as convenient as possible.
Speecht ⭐ 153
An opensource speech-to-text software written in tensorflow
Openspeech ⭐ 153
Open-Source Toolkit for End-to-End Speech Recognition leveraging PyTorch-Lightning and Hydra.
Autosub ⭐ 152
A CLI application to generate subtitle file for any video using Mozilla DeepSpeech
Asr Audio Data Links ⭐ 141
A list of publically available audio data that anyone can download for ASR or other speech activities
Speech To Text Russian ⭐ 138
Проект для распознавания речи на русском языке на основе pykaldi.
Mrcp Plugin With Freeswitch ⭐ 135
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。
At16k ⭐ 123
Trained models for automatic speech recognition (ASR). A library to quickly build applications that require speech to text conversion.
Bigcidian ⭐ 118
Pronunciation lexicon covering both English and Chinese languages for Automatic Speech Recognition.
Sova Asr ⭐ 113
SOVA ASR (Automatic Speech Recognition)
Leaderboard ⭐ 112
SpeechIO Leaderboard: a large, robust, comprehensive, benchmarking platform for Automatic Speech Recognition.
Asr_syllable ⭐ 112
基于卷积神经网络的语音识别声学模型的研究
Pytorch Asr ⭐ 100
ASR with PyTorch
Rnn Transducer ⭐ 100
MXNet implementation of RNN Transducer (Graves 2012): Sequence Transduction with Recurrent Neural Networks
Listen Attend Spell ⭐ 98
A PyTorch implementation of Listen, Attend and Spell (LAS), an End-to-End ASR framework.
End2end Asr Pytorch ⭐ 96
End-to-End Automatic Speech Recognition on PyTorch
Klaam ⭐ 95
Arabic speech recognition, classification and text-to-speech.
Ctc Asr ⭐ 92
End-to-end trained speech recognition system, based on RNNs and the connectionist temporal classification (CTC) cost function.
Speech Corpus Collection ⭐ 87
A Collection of Speech Corpus for ASR and TTS
Speech_dataset ⭐ 87
The dataset of Speech Recognition
Mongolian Speech Recognition ⭐ 86
Mongolian speech recognition with PyTorch
E2e Asr ⭐ 79
PyTorch Implementations for End-to-End Automatic Speech Recognition
Kaldi Serve ⭐ 79
Server framework for Kaldi ASR Toolkit
Zerospeech Tts Without T ⭐ 79
A Pytorch implementation for the ZeroSpeech 2019 challenge.
Voicer ⭐ 75
AGI-server voice recognizer for #Asterisk
Rustfst ⭐ 75
Rust re-implementation of OpenFST - library for constructing, combining, optimizing, and searching weighted finite-state transducers (FSTs).
Ktspeechcrawler ⭐ 73
Automatically constructing corpus for automatic speech recognition from YouTube videos
Wav2letter ⭐ 70
Speech Recognition model based off of FAIR research paper built using Pytorch.
Tdnn ⭐ 70
Time delay neural network (TDNN) implementation in Pytorch using unfold method
Ppasr ⭐ 67
基于PaddlePaddle2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。
Eesen For Thchs30 ⭐ 62
ASR for Chinese Mandarin
Syn Speech ⭐ 61
Syn.Speech is a flexible speaker independent continuous speech recognition engine for Mono and .NET framework
Leopard Chat Ui Teneo ⭐ 60
Leopard Chat UI - A Teneo Chat Client based on Vue and Vuetify
Asr_benchmark ⭐ 60
Program to benchmark various speech recognition APIs
Avsr Tf1 ⭐ 59
Audio-Visual Speech Recognition using Sequence to Sequence Models
Asr_word ⭐ 59
采用端到端方法构建声学模型，以字为建模单元，采用DCNN-CTC网络结构。
Wav2vec2 Live ⭐ 58
An live speech recognition using Facebooks wav2vec 2.0 model.
Leaderboard ⭐ 57
SpeechIO Leaderboard: a large, robust, comprehensive, benchmarking platform for Automatic Speech Recognition.
Pie ⭐ 55
百度云流式语音识别客户端 SDK
Masr ⭐ 51
Pytorch实现的MASR中文语音识别，目前纯CNN网络，自带3个常见的公开中文语音数据集。
Vosk Browser ⭐ 51
A speech recognition library running in the browser thanks to a WebAssembly build of Vosk
Spokestack Android ⭐ 49
Extensible Android mobile voice framework: wakeword, ASR, NLU, and TTS. Easily add voice to any Android app!
Keras Sincnet ⭐ 49
Keras (tensorflow) implementation of SincNet (Mirco Ravanelli, Yoshua Bengio - https://github.com/mravanelli/SincNet)
Opensnips ⭐ 43
Open source projects related to Snips https://snips.ai/.
Asr ⭐ 43
End2endasr ⭐ 43
implement end-to-end asr algorithm with tensorflow
Open_stt_e2e ⭐ 39
PyTorch end-to-end speech recognition
Vosk Asterisk ⭐ 38
Speech Recognition in Asterisk with Vosk Server
Speech_course ⭐ 38
YSDA course in Speech Processing.
Dfcnn Master ⭐ 38
这是一个基于全卷积神经网络的语音识别系统
React Native Spokestack ⭐ 38
Spokestack: give your React Native app a voice interface!
Vakyansh Wav2vec2 Experimentation ⭐ 36
Repository containing experimentation platform on how to train, infer on wav2vec2 models.
Yoruba Text ⭐ 35
Yorùbá language training text for NLP, ASR and TTS tasks
Rasr ⭐ 35
The RWTH ASR Toolkit.
Leopard ⭐ 34
On-device speech-to-text engine powered by deep learning
Edit Distance Papers ⭐ 32
A curated list of papers dedicated to edit-distance as objective function
Las Pytorch ⭐ 32
Listen, Attend and spell model for E2E ASR. Implementation in Pytorch
Baiduasrandtts ⭐ 32
Using Baidu API. ASR: Automatic Speech Recognition;TTS: Text To Speech; 百度语音识别、语音合成API使用。
Alimeeting ⭐ 32
The project is associated with the recently-launched ICASSP 2022 Multi-channel Multi-party Meeting Transcription Challenge (M2MeT) to provide participants with baseline systems for speech recognition and speaker diarization in conference scenario.
Automatic Speech Recognition ⭐ 30
End-to-End Speech Recognition Using Tensorflow
Pytorch Edit Distance ⭐ 30
Levenshtein edit-distance on PyTorch and CUDA
Openasr ⭐ 29
A pytorch based end2end speech recognition system.
1-100 of 321 projects

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