Top Python Speech recognition repositories on GitHub

🤗 Transformers: the model-definition framework for state-of-the-art machine learning models in text, vision, audio, and multimodal models, for both inference and training.

• nlp
• natural-language-processing
• pytorch
• pytorch-transformers
• transformer
• model-hub

Faster Whisper transcription with CTranslate2

• deep-learning
• inference
• quantization
• speech-recognition
• speech-to-text
• transformer

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

• asr
• speech
• speech-recognition
• speech-to-text
• whisper

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

• conformer
• pytorch
• speech-recognition
• paraformer
• punctuation
• speaker-diarization

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.

• transformer
• conformer
• speech-translation
• streaming-asr
• speech-alignment
• punctuation-restoration

A PyTorch-based Speech Toolkit

• speech-recognition
• speech-toolkit
• speaker-recognition
• speech-to-text
• speech-enhancement
• speech-separation

End-to-End Speech Processing Toolkit

• deep-learning
• end-to-end
• chainer
• pytorch
• kaldi
• speech-recognition

Gradio WebUI for creators and developers, featuring key TTS (Edge-TTS, kokoro) and zero-shot Voice Cloning (E2 & F5-TTS, CosyVoice), with Whisper audio processing, YouTube download, Demucs vocal isolation, and multilingual translation.

• faster-whisper
• tts
• whisper
• gradio
• subtitles
• transcription

Speech recognition module for Python, supporting several engines and APIs, online and offline.

• python
• audio
• speech-recognition
• speech-to-text

A Deep-Learning-Based Chinese Speech Recognition System 基于深度学习的中文语音识别系统

• tensorflow
• cnn
• ctc
• python
• keras
• speech-recognition

Multilingual Voice Understanding Model

• ai
• asr
• gpt-4o
• speech-recognition
• speech-to-text
• aigc

A text-to-speech (TTS), speech-to-text (STT) and speech-to-speech (STS) library built on Apple's MLX framework, providing efficient speech analysis on Apple Silicon.

• apple-silicon
• audio-processing
• mlx
• multimodal
• speech-recognition
• speech-synthesis

All-in-One Development Tool based on PaddlePaddle

• classification
• segmentation
• deployment
• ocr
• time-series
• pp-chatocr

Open-source, accurate and easy-to-use video speech recognition & clipping tool, LLM based AI clipping intergrated.

• speech-recognition
• video-clip
• video-subtitles
• subtitles-generator
• speech-to-text
• gradio

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

• e2e-models
• pytorch
• asr
• transformer
• conformer
• production-ready

On-device wake word detection powered by deep learning

• wake-word-detection
• hotword
• keyword-spotting
• keyword-spotter
• wake-word
• wake-word-engine

Machine Learning and Agentic AI Resources, Practice and Research

• machine-learning
• deep-learning
• nlp
• computer-vision
• speech-recognition
• tensorflow

Voice Recognition to Text Tool / 一个离线运行的本地音视频转字幕工具，输出json、srt字幕、纯文字格式

• speech
• speech-recognition
• speech-to-text
• stt

Distilled variant of Whisper for speech recognition. 6x faster, 50% smaller, within 1% word error rate.

• audio
• speech-recognition
• whisper

OpenAI Whisper ASR Webservice API

• automatic-speech-recognition
• speech-recognition
• speech-to-text
• openai-whisper
• docker
• asr

这是一个全自动（音频）视频翻译项目。利用Whisper识别声音，AI大模型翻译字幕，最后合并字幕视频，生成翻译后的视频。

• faster-whisper
• gpt-4
• speech-recognition
• video-translation
• whisper
• gpt-4o

Lingvo

• speech-recognition
• translation
• speech-to-text
• machine-translation
• mnist
• seq2seq

End-to-end Automatic Speech Recognition for Madarian and English in Tensorflow

• automatic-speech-recognition
• tensorflow
• timit-dataset
• feature-vector
• phonemes
• data-preprocessing

Multilingual Automatic Speech Recognition with word-level timestamps and confidence

• deep-learning
• speech
• speech-recognition
• speech-to-text
• asr
• machine-learning

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.

• speech-recognition
• gru
• dnn
• kaldi
• rnn-model
• pytorch