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Mathew M. Egessa

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Open access Sep 2026

AI-Enabled Cultural Heritage Preservation and a Browser-Based Virtual Museum: Design and Implementation of a Kenya Coastal Heritage Platform

Coastal Kenya holds a wide-ranging cultural heritage expressed in material artefacts, oral traditions, indigenous and local languages, historical knowledge, and everyday community practices. Yet these resources are increasingly strained by modernisation and global circulation, shifting modes of cultural transmission, a...

A. Ahmed, Mathew M. Egessa, Patrick Oginga et al. · 0 citations
Open access Jul 2026

Building ‌a ‌Transformer-Based ‌Neural Machine Translation System for English–Kibajuni Translation: A Low-Resource Deep Learning Approach for Indigenous Language Preservation

The design, construction, and assessment of a compact Transformer-based Neural Machine Translation (NMT) system for English–Kibajuni translation suggest that appropriately scaled Transformer models, paired with subword tokenization and carefully tuned training procedures, can materially advance digital inclusion and la...

A. Ahmed, W. Bana, Mathew M. Egessa et al. · 0 citations

Building a Transformer-Based Neural Machine Translation System for English–Kibajuni Translation: A Low-Resource Deep Learning Approach for Indigenous Language Preservation

The design, construction, and assessment of a compact Transformer-based Neural Machine Translation (NMT) system for English–Kibajuni translation suggest that appropriately scaled Transformer models, paired with subword tokenization and carefully tuned training procedures, can materially advance digital inclusion and la...

A. Ahmed, W. Bana, Mathew M. Egessa et al. · 0 citations

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