speech-recognition

There are 252 repositories under speech-recognition topic.

transformers
huggingface / transformers
🤗 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.
audio deep-learning deepseek gemma glm hacktoberfest llm machine-learning model-hub natural-language-processing nlp pretrained-models python pytorch pytorch-transformers qwen speech-recognition transformer vlm
Language:Python 149804
whisper.cpp
ggerganov / whisper.cpp
Port of OpenAI's Whisper model in C/C++
openai speech-to-text transformer whisper inference speech-recognition
Language:C++ 38943
mozilla / DeepSpeech
DeepSpeech is an open source embedded (offline, on-device) speech-to-text engine which can run in real time on devices ranging from a Raspberry Pi 4 to high power GPU servers.
deep-learning deepspeech embedded machine-learning neural-networks offline on-device speech-recognition speech-to-text tensorflow
Language:C++ 26594
m-bain / whisperX
WhisperX: Automatic Speech Recognition with Word-level Timestamps (& Diarization)
asr speech speech-recognition speech-to-text whisper
Language:Python 17739
leon
leon-ai / leon
🧠 Leon is your open-source personal assistant.
leon personal-assistant nodejs python ai artificial-intelligence speech-to-text text-to-speech speech-recognition speech-synthesis flite assistant virtual-assistant chatbot bot voice-assistant automation offline privacy ai-assistant
Language:TypeScript 16648
SYSTRAN / faster-whisper
Faster Whisper transcription with CTranslate2
deep-learning inference openai quantization speech-recognition speech-to-text transformer whisper
Language:Python 15329
kaldi-asr / kaldi
kaldi-asr/kaldi is the official location of the Kaldi project.
kaldi c-plus-plus cuda shell speech-recognition speech-to-text speaker-verification speaker-id speech
Language:Shell 15112
NVIDIA / DeepLearningExamples
State-of-the-Art Deep Learning scripts organized by models - easy to train and deploy with reproducible accuracy and performance on enterprise-grade infrastructure.
computer-vision deep-learning drug-discovery forecasting large-language-models mxnet nlp paddlepaddle pytorch recommender-systems speech-recognition speech-synthesis tensorflow tensorflow2 translation
Language:Jupyter Notebook 14484
alphacep / vosk-api
Offline speech recognition API for Android, iOS, Raspberry Pi and servers with Python, Java, C# and Node
speech-recognition asr voice-recognition speech-to-text android ios raspberry-pi deep-learning deep-neural-networks speech-to-text-android speaker-identification speaker-verification python offline privacy kaldi deepspeech google-speech-to-text vosk stt
Language:Jupyter Notebook 13195
kmario23 / deep-learning-drizzle
Drench yourself in Deep Learning, Reinforcement Learning, Machine Learning, Computer Vision, and NLP by learning from these exciting lectures!!
machine-learning deep-learning deep-neural-networks pattern-recognition computer-vision optimization visual-recognition reinforcement-learning deep-reinforcement-learning natural-language-processing artificial-neural-networks artificial-intelligence-algorithms probabilistic-graphical-models bayesian-statistics speech-recognition graph-neural-networks medical-imaging geometric-deep-learning explainable-ai probability
Language:HTML 12678
PaddlePaddle / PaddleSpeech
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 streaming-tts speech-synthesis tts asr kws speech-recognition sound-classification voice-cloning vocoder voice-recognition self-supervised-learning wav2vec2 whisper code-switch
Language:Python 12229
speechbrain / speechbrain
A PyTorch-based Speech Toolkit
speech-recognition speech-toolkit speaker-recognition speech-to-text speech-enhancement speech-separation audio audio-processing speech-processing speechrecognition asr voice-recognition spoken-language-understanding speaker-diarization speaker-verification pytorch huggingface transformers language-model deep-learning
Language:Python 10428
modelscope / FunASR
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 rnnt audio-visual-speech-recognition pretrained-model voice-activity-detection whisper dfsmn vad speechgpt speechllm
Language:Python 9671
espnet / espnet
End-to-End Speech Processing Toolkit
deep-learning end-to-end chainer pytorch kaldi speech-recognition speech-synthesis speech-translation machine-translation voice-conversion speech-enhancement speech-separation singing-voice-synthesis speaker-diarization spoken-language-understanding text-to-speech
Language:Python 9460
Uberi / speech_recognition
Speech recognition module for Python, supporting several engines and APIs, online and offline.
audio python speech-recognition speech-to-text
Language:Python 8861
openvinotoolkit / openvino
OpenVINO™ is an open source toolkit for optimizing and deploying AI inference
inference deep-learning openvino ai computer-vision diffusion-models generative-ai llm-inference natural-language-processing nlp performance-boost speech-recognition stable-diffusion deploy-ai optimize-ai transformers yolo recommendation-system good-first-issue
Language:C++ 8821
nl8590687 / ASRT_SpeechRecognition
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 speech-to-text chinese-speech-recognition asrt python3
Language:Python 8225
TalAter / annyang
💬 Speech recognition for your site
speech speech-recognition speech-to-text voice
Language:JavaScript 6663
flashlight / wav2letter
Facebook AI Research's Automatic Speech Recognition Toolkit
wav2letter speech-recognition end-to-end deep-learning cpp
Language:C++ 6417
snakers4 / silero-models
Silero Models: pre-trained speech-to-text, text-to-speech and text-enhancement models made embarrassingly simple
asr capitalization colab english german onnx pretrained-models pytorch repunctuation spanish speech speech-recognition speech-synthesis speech-to-text stt stt-benchmark text-to-speech torch-hub tts tts-models
Language:Jupyter Notebook 5481
PaddlePaddle / PaddleX
All-in-One Development Tool based on PaddlePaddle
ai-pipelines classification deployment formula-recognition layout-detection object-detection ocr pdf2markdown pp-chatocr segmentation speech-recognition time-series
Language:Python 5339
FunAudioLLM / SenseVoice
Multilingual Voice Understanding Model
ai aigc asr audio-event-classification cross-lingual gpt-4o llm multilingual python pytorch speech-emotion-recognition speech-recognition speech-to-text
Language:Python 5298
voice-pro
abus-aikorea / voice-pro
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.
audiobook faster-whisper gradio karaoke podcasts speech-recognition speech-synthesis speech-to-text subtitles text-to-speech transcription translator tts voice-cloning voice-conversion webui whisper whisperx yt-dlp
Language:Python 4807
sanchit-gandhi / whisper-jax
JAX implementation of OpenAI's Whisper model for up to 70x speed-up on TPU.
deep-learning jax speech-recognition speech-to-text whisper
Language:Jupyter Notebook 4632
argmaxinc / WhisperKit
On-device Speech Recognition for Apple Silicon
inference ios speech-recognition swift whisper transformers macos visionos watchos
Language:Swift 4480
wenet-e2e / wenet
Production First and Production Ready End-to-End Speech Recognition Toolkit
asr automatic-speech-recognition conformer e2e-models production-ready pytorch speech-recognition transformer whisper
Language:Python 4440
modelscope / FunClip
Open-source, accurate and easy-to-use video speech recognition & clipping tool, LLM based AI clipping intergrated.
gradio gradio-python-llm llm speech-recognition speech-to-text subtitles-generator video-clip video-subtitles
Language:Python 4396
MahmoudAshraf97 / whisper-diarization
Automatic Speech Recognition with Speaker Diarization based on OpenAI Whisper
asr speaker-diarization speech speech-recognition speech-to-text whisper
Language:Jupyter Notebook 4365
cmusphinx / pocketsphinx
A small speech recognizer
c python speech-recognition
Language:C 4076
yanshengjia / ml-road
Machine Learning Resources, Practice and Research
computer-vision deep-learning machine-learning nlp pytorch speech-recognition tensorflow
Language:Python 4040
Picovoice / porcupine
On-device wake word detection powered by deep learning
handsfree hotword hotword-detection hotword-detector keyword-spotter keyword-spotting on-device speech-recognition trigger-word-detection voice-activation wake-word wake-word-detection wake-word-engine
Language:Python 4031
huggingface / distil-whisper
Distilled variant of Whisper for speech recognition. 6x faster, 50% smaller, within 1% word error rate.
audio speech-recognition whisper
Language:Python 3946
jianchang512 / stt
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
Language:Python 3256
zzw922cn / awesome-speech-recognition-speech-synthesis-papers
Automatic Speech Recognition (ASR), Speaker Verification, Speech Synthesis, Text-to-Speech (TTS), Language Modelling, Singing Voice Synthesis (SVS), Voice Conversion (VC)
automatic-speech-recognition papers roadmap rnn cnn dnn attention-mechanism seq2seq acoustic-model timit-dataset tts language-model speaker-verification speech-recognition speech-synthesis neural-network recognition-synthesis diffusion-models singing-voice-synthesis voice-conversion
3068
tensorflow / lingvo
Lingvo
speech-recognition translation speech-to-text machine-translation mnist seq2seq language-model tts asr lm nlp tensorflow speech research distributed gpu-computing speech-synthesis
Language:Python 2852
zzw922cn / Automatic_Speech_Recognition
End-to-end Automatic Speech Recognition for Madarian and English in Tensorflow
audio automatic-speech-recognition chinese-speech-recognition cnn data-preprocessing deep-learning end-to-end evaluation feature-vector layer-normalization lstm paper phonemes rnn rnn-encoder-decoder speech-recognition tensorflow timit-dataset
Language:Python 2843