Mamba-based HuBERT models match or exceed Transformer versions on speech tasks while using far less compute for long sequences and streaming ASR.
Findings of the 2023 ML-SUPERB challenge: Pre-training and evaluation over more languages and beyond
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An Exploration of Mamba for Speech Self-Supervised Models
Mamba-based HuBERT models match or exceed Transformer versions on speech tasks while using far less compute for long sequences and streaming ASR.