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Xls R 1b Cv 8 Fr

Developed by Plim
This is a French automatic speech recognition model fine-tuned on the MOZILLA-FOUNDATION/COMMON_VOICE_8_0 - FR dataset based on facebook/wav2vec2-xls-r-1b.
Downloads 26
Release Time : 3/2/2022

Model Overview

This model is specifically designed for French speech recognition tasks, excelling on the Common Voice 8 French dataset, supporting high-accuracy speech-to-text conversion.

Model Features

High-performance French Speech Recognition
Achieves 15.4% WER (with language model) on the Common Voice 8 French test set.
Large-scale Pre-trained Model Fine-tuning
Fine-tuned based on the 1-billion-parameter wav2vec2-xls-r model.
Multi-scenario Adaptability
Also demonstrates good recognition capabilities on robust speech event datasets.

Model Capabilities

French Speech Recognition
High-accuracy Speech-to-Text
Handling different accents and speech qualities

Use Cases

Speech Transcription
French Speech to Text
Convert French speech content into text transcripts
Achieves 15.4% WER on the Common Voice 8 test set
Voice Assistants
French Voice Command Recognition
Recognize and understand French voice commands
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