Mamba matches Conformer accuracy for ASR in seven South African languages with lower compute, multilingual training improves results, and language embeddings aid cross-corpus robustness but do not capture typological similarity.
Charting the landscape of African NLP: Mapping progress and shaping the road ahead,
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From Monolingual to Multilingual: Evaluating Mamba for ASR in South African Languages
Mamba matches Conformer accuracy for ASR in seven South African languages with lower compute, multilingual training improves results, and language embeddings aid cross-corpus robustness but do not capture typological similarity.