MMSU: A Massive Multi-task Spoken Language Understanding and Reasoning Benchmark

Overview of MMSU:

MMSU, a comprehensive benchmark designed specifically for understanding and reasoning in spoken language. MMSU comprises 5,000 meticulously curated audio-question-answer triplets across 47 distinct tasks. To ground our benchmark in linguistic theory, we systematically incorporate a wide range of linguistic phenomena, including phonetics, prosody, syntax, syntactics, semantics, and paralinguistics.

Evaluation:

Refer to Github Code

Citation

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