Faster-whisper-base Open Source Speech Recognition Model - Free Deployment for Efficient Speech Recognition Tasks

Faster Whisper Base

Developed by Systran

This is the CTranslate2 converted version of OpenAI's Whisper base model, designed for efficient speech recognition tasks.

Speech Recognition Supports Multiple LanguagesOpen Source License:MIT #Multilingual speech recognition #Real-time audio transcription #FP16 efficient inference

Downloads 1.1M

Release Time : 11/23/2023

Model Overview

Whisper is an automatic speech recognition (ASR) system trained to handle multilingual speech transcription. This version is optimized with CTranslate2 for improved inference performance.

Model Features

Multilingual support

Supports speech recognition in 96 languages

Efficient inference

Optimized with CTranslate2 for faster inference speed compared to the original implementation

FP16 quantization

Model weights saved in FP16 format to balance precision and performance

Model Capabilities

Speech-to-text

Multilingual speech recognition

Real-time speech transcription

Use Cases

Speech transcription

Meeting minutes

Automatically transcribe meeting recordings

Generate accurate meeting transcripts

Subtitle generation

Generate subtitles for video content

Supports subtitles in multiple languages

Voice assistant

Voice command recognition

Recognize user voice commands

High-accuracy command recognition

Property	Details
Supported Languages	en, zh, de, es, ru, ko, fr, ja, pt, tr, pl, ca, nl, ar, sv, it, id, hi, fi, vi, he, uk, el, ms, cs, ro, da, hu, ta, no, th, ur, hr, bg, lt, la, mi, ml, cy, sk, te, fa, lv, bn, sr, az, sl, kn, et, mk, br, eu, is, hy, ne, mn, bs, kk, sq, sw, gl, mr, pa, si, km, sn, yo, so, af, oc, ka, be, tg, sd, gu, am, yi, lo, uz, fo, ht, ps, tk, nn, mt, sa, lb, my, bo, tl, mg, as, tt, haw, ln, ha, ba, jw, su
Tags	audio, automatic-speech-recognition
Library Name	ctranslate2

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Faster Whisper Base

Model Overview

Model Features

Model Capabilities

Use Cases

🚀 Whisper base model for CTranslate2

🚀 Quick Start

💻 Usage Examples

Basic Usage

🔧 Technical Details

Conversion details

📚 Documentation

📄 License

Additional Information