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20242026
most citedA Survey on Music Generation from Single-Modal, Cross-Modal, and Multi-Modal Perspectives

1 citations · 1 across the 7 of their papers we have counts for

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cs.HC2026

Diptych: Scoped, AI-Interpreted Comparison for Reference Listening in Music Production

Chongjun Zhong, Abhinaba Roy, Archishman Ghosh +2

Reference listening is a common strategy in music production, but current comparison tools often obscure a key human judgment: deciding what should be compared. We present Diptych,…

cs.SD2026

MusicLayout: Explicit Structural Planning for Controllable Text-to-Music Generation

Shuyu Li, Kejun Zhang, Jiahe Lei +5

Text-to-music generation has advanced rapidly, but current systems still rely primarily on global text prompts, leaving the structural organization of generated music implicit and…

cs.SD2026

RPPNet: Perceptually-Grouped Rhythm-Pitch Primitives for Long-Term Structure Melody Generation via Boundary-Aware Modeling

Tieyao Zhang, Yuke Liu, Jiaxing Yu +3

Existing symbolic music generation models typically use bars as the basic structural unit. However, human perception of musical phrases often does not align with notated bar lines,…