Author

Badr M. Abdullah

Saarland University

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Preprint Jul 2026

From Monolingual to Multilingual: Evaluating Mamba for ASR in South African Languages

This work evaluates Mamba for ASR on seven South African languages and finds that multilingual training consistently improves performance over monolingual training, however, adding explicit language information does not improve in-domain performance but does improve cross-corpus robustness.

Jesujoba Oluwadara Alabi, Julian Herreilers, Badr M. Abdullah et al. · 0 citations