whisper-jax

Whisper model

An optimized implementation of OpenAI's Whisper Model for speech recognition and speech-to-text tasks using JAX.

JAX implementation of OpenAI's Whisper model for up to 70x speed-up on TPU.

GitHub

4k stars
43 watching
384 forks
Language: Jupyter Notebook
last commit: over 2 years ago
Linked from 1 awesome list

deep-learningjaxspeech-recognitionspeech-to-textwhisper

Backlinks from these awesome lists:

Related projects:

RepositoryDescriptionStars
ggerganov/whisper.cppA high-performance inference implementation of an automatic speech recognition model in C++36,332
systran/faster-whisperA fast speech-to-text implementation using CTranslate2 and optimized for inference on CPU and GPU.12,989
openai/whisperA general-purpose speech recognition system trained on large-scale weak supervision72,752
const-me/whisperAn implementation of OpenAI's Whisper ASR model using DirectCompute for GPGPU inference8,617
huggingface/distil-whisperA machine learning model that uses audio input to generate text transcriptions at high speeds and with good accuracy.3,644
vaibhavs10/insanely-fast-whisperA command-line tool for fast audio transcription using the Whisper AI model7,848
softcatala/whisper-ctranslate2An AI-powered speech recognition and translation tool that utilizes CTranslate2 and Faster-whisper implementations for faster and more efficient processing.938
jax-ml/jaxA library that provides high-performance numerical computing and machine learning capabilities.30,744
purfview/whisper-standalone-winProvides standalone executables for OpenAI's Whisper & Faster-Whisper speech recognition and transcription tools1,405
mahmoudashraf97/whisper-diarizationAutomates speaker diarization from audio recordings using OpenAI Whisper ASR and additional neural networks.3,874
m-bain/whisperxAn automatic speech recognition system with word-level timestamps and speaker diarization.12,894
xenova/whisper-webAn open-source speech recognition system built using machine learning models and JavaScript.2,651
xai-org/grok-1An implementation of a Mixture of Experts (MoE) model with large parameters and specialized features for natural language processing tasks.49,727
arthurfdlr/whisper-youtubeTranscribes Youtube videos using OpenAI's Whisper speech recognition model369
illyism/openai-whisper-apiAn OpenAI speech-to-text API service built with Node.js and Typescript, running on Docker and Google Cloud Run.110