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

Experiments show that melodies generated by RPPNet are superior in both long-term structure and musicality, with significant improvements across all subjective evaluation dimensions, and an interdisciplinary perspective for music generation, integrating music theory, computational modeling, and music psychology.

Tieyao Zhang, Yuke Liu, Jia-Xing Yu et al. · arXiv.org · 0 citations