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Opus Mt Fr Ase

Developed by Helsinki-NLP
A Transformer-based neural machine translation model for French to American Sign Language (ASE), developed by the Helsinki-NLP team.
Machine Translation
Transformers
 Supports Multiple LanguagesOpen Source License:Apache-2.0#French-Sign Language Translation#Transformer-based#Multimodal Translation
Downloads 14
Release Time : 3/2/2022

Model Overview

This model is specifically designed for machine translation tasks from French text to American Sign Language (ASE), utilizing alignment mechanisms to improve translation accuracy.

Model Features

Alignment Mechanism
Utilizes transformer-align architecture to achieve fine-grained alignment between source and target languages
Standardized Preprocessing
Employs SentencePiece for text standardization, enhancing model generalization capabilities
Low-resource Optimization
Optimized for sign language translation scenarios with scarce data, demonstrating strong performance on the JW300 dataset

Model Capabilities

French text translation
American Sign Language generation
Cross-language alignment

Use Cases

Accessibility Technology
French Content Sign Language Conversion
Converts French written content into American Sign Language expressions
BLEU 38.5 (JW300 test set)
Educational Assistance
French Learning Aid
Provides sign language translation support for hearing-impaired individuals learning French
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