Automatic Speech Recognition
Transformers
Safetensors
whisper
asr
french
speech-recognition
stt
multilingual
research
baseline
Instructions to use Lexia-Labs/lexia-fr-source with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use Lexia-Labs/lexia-fr-source with Transformers:
# Use a pipeline as a high-level helper from transformers import pipeline pipe = pipeline("automatic-speech-recognition", model="Lexia-Labs/lexia-fr-source")# pip install -U transformers accelerate # Load model directly from transformers import AutoProcessor, AutoModelForSpeechSeq2Seq processor = AutoProcessor.from_pretrained("Lexia-Labs/lexia-fr-source") model = AutoModelForSpeechSeq2Seq.from_pretrained("Lexia-Labs/lexia-fr-source", device_map="auto") - Notebooks
- Google Colab
- Kaggle
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Verified signature# Gilbert-FR-Source `Gilbert-FR-Source` est un modèle de transcription automatique de la parole (ASR) en langue française, utilisé comme modèle de base (backbone) pour les travaux de recherche et développement menés autour de la plateforme Gilbert. Il sert de fondation pour l’exploration de nouvelles variantes spécialisées, notamment pour les environnements professionnels, les réunions multi-locuteurs, la parole spontanée, les accents régionaux et la téléphonie large bande ou bas débit. L’objectif principal de ce modèle est de fournir une base stable, performante et reproductible pour l’ensemble des expérimentations subséquentes (fine-tuning, adaptation domaine, optimisation des performances et de la latence). --- ## 1. Objectif et utilisation `Gilbert-FR-Source` constitue le modèle de référence utilisé en interne pour : - l’évaluation comparative de pipelines ASR ; - les études d’adaptation domaine en conditions réelles (réunions, visios, environnements bruités) ; - les travaux …63c80b5 -
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