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Tieyao Zhang

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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. · 0 citations

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