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Opus Mt Swc Sv
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Opus Mt Swc Sv

Developed by Helsinki-NLP
A Transformer-based machine translation model for translating Swahili Congo dialect (swc) to Swedish (sv), developed by the Helsinki-NLP team.
Machine Translation
Transformers
 OtherOpen Source License:Apache-2.0#Swahili-Swedish Translation#Transformer-based#Multilingual Machine Translation
Downloads 53
Release Time : 3/2/2022

Model Overview

This model is part of the OPUS-MT project, focusing on machine translation tasks from African to European languages, utilizing alignment techniques and SentencePiece preprocessing.

Model Features

Low-Resource Language Support
Optimized for low-resource languages like the Swahili Congo dialect, filling gaps in traditional translation models.
Alignment Technology
Uses transformer-align architecture to enhance alignment between source and target languages.
Standardized Preprocessing
Employs SentencePiece for text standardization, improving translation quality for rare vocabulary.

Model Capabilities

Text Translation
Cross-Language Conversion
Low-Resource Language Processing

Use Cases

Multilingual Services
Immigrant Document Translation
Assists Congolese immigrants in translating official documents into Swedish.
Achieved a BLEU score of 30.7 on the JW300 test set.
Academic Research
African Language Studies
Supports linguistic researchers in comparative studies of Swahili dialects.
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