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This paper tackles music-driven dance generation issues (irregular movements, mismatched music-dance emotions) with MeloDance. It has MSFA (enhances movement consistency via global music structure) and EAM-AD (aligns movement-music emotions). Experiments show it outperforms prior methods, generating more harmonious dances. Examples: https://pkjq11.github.io/melodance-demo/

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This page is a summary of: MeloDance: Dance Generation Guided by Music Structure and Emotion, June 2025, ACM (Association for Computing Machinery),
DOI: 10.1145/3731715.3733385.
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