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Opus Mt Tum En

Developed by Helsinki-NLP
A Transformer-based machine translation model supporting translation tasks from Tumbuka (tum) to English (en), released by the Helsinki-NLP team.
Machine Translation
Transformers
 Supports Multiple LanguagesOpen Source License:Apache-2.0#Low-resource language translation#Transformer-based#Multilingual alignment
Downloads 36
Release Time : 3/2/2022

Model Overview

This model is part of the OPUS-MT project, specifically designed for machine translation from the African language Tumbuka to English, using alignment mechanisms to improve translation quality.

Model Features

Alignment mechanism
Uses transformer-align architecture to improve translation quality for low-resource languages through word alignment
Preprocessing optimization
Employs standardization and SentencePiece tokenization techniques for input text processing
Low-resource language support
Specifically optimized for the African language Tumbuka, addressing challenges in low-resource language translation

Model Capabilities

Text translation
Cross-language conversion
Low-resource language processing

Use Cases

Language services
Document translation
Translate Tumbuka content into English
Achieved 31.7 BLEU score on the JW300 test set
Cross-cultural communication
Facilitates communication between African regions and the English-speaking world
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