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Opus Mt Ts En

Developed by Helsinki-NLP
A Transformer-based machine translation model for translating Tsonga (ts) to English (en).
Machine Translation
Transformers
 Supports Multiple LanguagesOpen Source License:Apache-2.0#Low-resource language translation#Transformer-based#SentencePiece preprocessing
Downloads 1,843
Release Time : 3/2/2022

Model Overview

This model is part of the OPUS-MT project, focusing on machine translation tasks for low-resource languages, utilizing alignment mechanisms to improve translation quality.

Model Features

Low-resource language support
Optimized specifically for low-resource languages like Tsonga, achieving effective translation with limited data.
Alignment mechanism
Uses transformer-align architecture to enhance word alignment between source and target languages.
Standardized preprocessing
Employs SentencePiece for text standardization, improving model robustness.

Model Capabilities

Text translation
Cross-language conversion
Low-resource language processing

Use Cases

Language services
Document translation
Automatically translates Tsonga documents into English
Achieves 44.0 BLEU score on the JW300 test set
Cross-cultural communication
Assists real-time communication between Tsonga and English speakers
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