Author

Ke-Jun Zhang

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Preprint Aug 2026

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

MusicLayout, an explicit intermediate representation for controlling musical structure in text-to-music generation, is introduced, providing evidence that explicit layout planning can improve long-range structural organization and support layout-level control.

Shuyu Li, Ke-Jun Zhang, Jia-He Lei et al. · 0 citations

Jul 2026

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

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, leading to long-term structural fragmentation. This paper proposes RPPNet-a two-stage deep learning architecture with variable structural b...

Tieyao Zhang, Yuke Liu, Jiaxing Yu et al. · arXiv.org · 0 citations