AI RESEARCH
Music Audio-Visual Question Answering Requires Specialized Multimodal Designs
arXiv CS.CV
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ArXi:2505.20638v2 Announce Type: replace-cross While recent Multimodal Large Language Models exhibit impressive capabilities for general multimodal tasks, specialized domains like music necessitate tailored approaches. Music Audio-Visual Question Answering (Music AVQA) particularly underscores this, presenting unique challenges with its continuous, densely layered audio-visual content, intricate temporal dynamics, and the critical need for domain-specific knowledge.