speech-recognition

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huggingface /transformers

Star151k

🤗 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 python nlp machine-learning natural-language-processing deep-learning pytorch transformer speech-recognition glm pretrained-models hacktoberfest gemma vlm pytorch-transformers model-hub llm qwen deepseek

UpdatedOct 7, 2025
Python

ggml-org /whisper.cpp

Star43.7k

Port of OpenAI's Whisper model in C/C++

inference transformer speech-recognition openai speech-to-text whisper

UpdatedOct 6, 2025
C++

mozilla /DeepSpeech

Star26.6k

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.

machine-learning embedded deep-learning offline tensorflow speech-recognition neural-networks speech-to-text deepspeech on-device

UpdatedJun 19, 2025
C++

SYSTRAN /faster-whisper

Star18.4k

Faster Whisper transcription with CTranslate2

deep-learning inference transformer speech-recognition openai speech-to-text quantization whisper

UpdatedAug 16, 2025
Python

m-bain /whisperX

Sponsor

Star18k

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

speech speech-recognition speech-to-text whisper asr

UpdatedOct 3, 2025
Python

leon-ai /leon

Star16.7k

🧠 Leon is your open-source personal assistant.

nodejs python bot text-to-speech automation privacy ai offline chatbot artificial-intelligence speech-synthesis assistant speech-recognition personal-assistant speech-to-text leon flite voice-assistant virtual-assistant ai-assistant

UpdatedSep 14, 2025
TypeScript

kaldi-asr /kaldi

Star15.2k

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

shell c-plus-plus cuda speech speech-recognition speech-to-text kaldi speaker-verification speaker-id

UpdatedSep 22, 2025
Shell

NVIDIA /DeepLearningExamples

Star14.5k

State-of-the-Art Deep Learning scripts organized by models - easy to train and deploy with reproducible accuracy and performance on enterprise-grade infrastructure.

nlp translation computer-vision deep-learning mxnet tensorflow pytorch speech-synthesis speech-recognition forecasting drug-discovery recommender-systems paddlepaddle tensorflow2 large-language-models

UpdatedAug 12, 2024
Jupyter Notebook

alphacep /vosk-api

Star13.3k

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

android python raspberry-pi ios privacy deep-neural-networks deep-learning offline voice-recognition speech-recognition speech-to-text kaldi stt speaker-verification asr speech-to-text-android deepspeech speaker-identification google-speech-to-text vosk

UpdatedSep 10, 2025
Jupyter Notebook

modelscope /FunASR

Star12.9k

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

pytorch speech-recognition vad punctuation whisper audio-visual-speech-recognition speaker-diarization voice-activity-detection conformer pretrained-model rnnt dfsmn paraformer speechgpt speechllm

UpdatedOct 1, 2025
Python

kmario23 /deep-learning-drizzle

Star12.7k

Drench yourself in Deep Learning, Reinforcement Learning, Machine Learning, Computer Vision, and NLP by learning from these exciting lectures!!

machine-learning natural-language-processing deep-neural-networks reinforcement-learning computer-vision deep-learning optimization probability deep-reinforcement-learning medical-imaging speech-recognition artificial-neural-networks pattern-recognition probabilistic-graphical-models bayesian-statistics artificial-intelligence-algorithms visual-recognition geometric-deep-learning explainable-ai graph-neural-networks

UpdatedOct 19, 2024
HTML

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.