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20222026
most citedSentiment Analysis Across Multiple African Languages: A Current Benchmark

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cs.SD2026

BiMamba2 Masked Discrete-Unit Prediction for Multilingual Speech Representation for Unsupervised Speech in the Wild Challenge

Prakriti Subedi, Howard Prioleau, Saurav K Aryal

We describe our submission to the Unsupervised Speech in the Wild (UPS) Challenge at Interspeech 2026, a bidirectional Mamba-2 (BiMamba2) encoder trained with masked discrete-unit…