Twi-French Machine Translation

Overview

Twi-French Machine Translation is a repository dedicated to bridging the language gap between Twi (spoken in Ghana) and French. The project aims to create robust machine translation systems for cross-cultural interaction and practical applications.

Features

• Fine-Tuning Script: Use fine_tune_opus.py to fine-tune pre-trained OPUS-MT models for Twi-French translation.
• Translation Scripts: Perform translations with scripts like opus_direct_translate.py and opus_pivot_translate.py.
• Google Translate API Integration: Translate via Google Translate API using scripts such as googleAPIdirect_translate.py.
• Evaluation Scripts: Assess translation quality with metrics like BLEU, SacreBLEU, and TER using scripts like get_bleu.py.

Quickstart Guide

Get started quickly with our comprehensive tutorial covering fine-tuning, translation, and quality evaluation.

Citation

If you find this project helpful, consider citing it:

@Article{bdcc7020114,
    AUTHOR = {Gyasi, Frederick and Schlippe, Tim},
    TITLE = {Twi Machine Translation},
    JOURNAL = {Big Data and Cognitive Computing},
    VOLUME = {7},
    YEAR = {2023},
    NUMBER = {2},
    ARTICLE-NUMBER = {114},
    URL = {https://www.mdpi.com/2504-2289/7/2/114},
    ISSN = {2504-2289},
    DOI = {10.3390/bdcc7020114}
}

License

This repository is open-source and licensed under the MIT license.

About the Author

Maintained by Frederick Gyasi, passionate about language technologies and cross-cultural communication.