Author

Mamadou K. Keita

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Review Sep 2026

OmniEye: Efficient Multimodal Forensic Video Intelligence for Law-Enforcement Body-Worn Cameras

We introduce OmniEye, a multimodal video intelligence system for law-enforcement training and review (source code available on request to verified law-enforcement and public-safety agencies). OmniEye ingests body-worn camera footage and perceives every 30-second window jointly across video and audio with one multimodal...

Mamadou K. Keita, Angela Srbinovska, Anita Srbinovska et al. · 0 citations

#machine learning Preprint Oct 2025

R2T: Rule-Encoded Loss Functions for Sequence Tagging in Low-Resource Languages

Rule-to-Tag (R2T), a framework that turns linguistic rules into the training signal for neural sequence taggers in low-resource languages, is introduced, a first instance of a broader paradigm the authors call principled learning (PrL): using explicit principles as a learning signal, rather than relying on example-base...

Mamadou K. Keita, Christopher Homan, Sébastien Diarra · 2 citations