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cs.SD2025
LargeSHS: A large-scale dataset of music adaptation
Chih-Pin Tan, Hsuan-Kai Kao, Li Su +1
Recent advances in AI-based music generation have focused heavily on text-conditioned models, with less attention given to reference-based generation such as song adaptation. To su…
cs.SD2025
Segment-Factorized Full-Song Generation on Symbolic Piano Music
Ping-Yi Chen, Chih-Pin Tan, Yi-Hsuan Yang
We propose the Segmented Full-Song Model (SFS) for symbolic full-song generation. The model accepts a user-provided song structure and an optional short seed segment that anchors t…
cs.LG2025
Time-Shifted Token Scheduling for Symbolic Music Generation
Ting-Kang Wang, Chih-Pin Tan, Yi-Hsuan Yang
Symbolic music generation faces a fundamental trade-off between efficiency and quality. Fine-grained tokenizations achieve strong coherence but incur long sequences and high comple…