Tag
The ATLAS Umoja AI initiative has been launched by African governments and technology partners to accelerate AI development in African languages, aiming to embed local cultures…
DONDO is an open-source AI project providing automatic speech recognition models specifically for twenty-seven African language varieties across six countries. These models aim to…
This research directly addresses the challenges of developing automatic speech recognition for low-resource African languages. The study utilized two Africa-centric datasets to…
DONDO is an open-source initiative providing new AI-powered automatic speech recognition models specifically for twenty-seven African language varieties across Ghana, Sierra…
This study demonstrates a significant step in adapting advanced AI speech recognition technology for specific Kenyan languages, including Kikuyu, Dholuo, and Kalenjin. By…
This research significantly advances AI's capability to adapt multilingual models to low-resource languages by evaluating its novel DeltaMerge-LowRes method on four African…
AfriVox-v2 is a new benchmark specifically designed to evaluate speech recognition models under realistic and noisy African conditions. It focuses on African languages and diverse…
A new study reveals that low-resource African languages like Afrikaans, Kiswahili, isiXhosa, and isiZulu can be leveraged in multi-turn conversations to bypass safety features in…
A new jailbreak benchmark, TukaBench, has been developed for seven African languages to address the English-centric bias in Large Language Model safety evaluations. This research…
New research demonstrates that specialized AI models, fine-tuned on the WAXAL corpus of 19 African languages, significantly outperform larger general-purpose models in automatic…
This study reveals that simply increasing data volume does not guarantee improved AI performance for African languages, highlighting the need for language-sensitive dataset…
A new study investigates prompting strategies for Natural Language Inference (NLI) in low-resource African languages like Swahili, Yoruba, and Hausa. The research highlights that…
Dr. Shamsuddeen will discuss how large language models (LLMs) misrepresent African languages and cultural contexts, despite two decades of progress in AfricaNLP. He will highlight…
This research evaluates leading large language models for machine translation between English and two West African languages, Hausa and Fongbe. It highlights significant…
A new study reveals a substantial "African Language Tax" in large language models, where African languages incur significantly higher costs and latency due to inefficient…
A new AI-powered parallel corpus, AfriScience-MT, has been developed to enable scientific communication in six African languages, directly addressing the dominance of colonial…
The AfriSUD project introduces the first large-scale collection of syntactically annotated treebanks specifically for nine diverse African languages, aiming to bridge a…
Microsoft and LINGUA Africa have launched an open call for projects focused on developing inclusive AI language technologies for the continent. This initiative aims to address the…
