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News/MUGEN: Evaluating and Improving Multi-audio Understanding of Large Audio-Language Models
arxiv
PublishedJuly 14, 2026 at 4:00 AM

MUGEN: Evaluating and Improving Multi-audio Understanding of Large Audio-Language Models

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arXiv:2603.09714v2 Announce Type: replace-cross Abstract: While multi-audio understanding is critical for large audio-language models (LALMs), it remains underexplored. We introduce MUGEN, a comprehensive benchmark evaluating this capability across speech, general audio, and music. Our experiments r

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