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Whisper Large V3 French Distil Dec16 Ct2
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Whisper Large V3 French Distil Dec16 Ct2

Developed by Kelno
This is a distilled version of Whisper Large V3 specifically optimized for French automatic speech recognition, achieving efficient inference through ctranslate2.
Speech Recognition FrenchOpen Source License:MIT#French Speech Recognition#Low Word Error Rate#Multi-Dialect Adaptation
Downloads 35
Release Time : 3/30/2025

Model Overview

A distilled model based on Whisper Large V3, focused on French speech recognition tasks, supporting various French accents and dialects.

Model Features

Efficient Inference
Optimized with ctranslate2 for faster speech recognition speed.
Multi-Dataset Support
Performs excellently on various French datasets, including Common Voice and Multilingual LibriSpeech.
Accent Adaptation
Demonstrates strong recognition capabilities for special accents such as African-accented French.

Model Capabilities

French Speech-to-Text
Multi-Accent Recognition
Efficient Speech Processing

Use Cases

Speech Transcription
French Meeting Minutes
Automatically transcribe French meeting recordings into written records.
Achieves a WER of 8.76 on the VoxPopuli test set.
French Audiobook Transcription
Convert French audiobooks into text format.
Achieves a WER of 3.57 on the Multilingual LibriSpeech test set.
Voice Assistants
French Voice Command Recognition
Used for command recognition in French voice assistants.
Achieves a WER of 5.03 on the Fleurs test set.
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