MMAU

MMAU (Massive Multi-Task Audio Understanding and Reasoning Benchmark) is a comprehensive benchmark featuring 10,000 carefully curated audio clips with human-annotated questions and answers spanning speech, environmental sounds, and music. It evaluates multimodal audio understanding models on tasks requiring expert-level knowledge and complex reasoning across 27 distinct skills, challenging models to demonstrate advanced audio perception and domain-specific understanding.