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eess.AS2026
Toward Part-Aware Choral Transcription with singing voice assignment
Hanyu Meng, Zhanhong He, Zixun Guo +1
Single-instrument automatic music transcription (AMT) has advanced substantially, yet choral applications require soprano, alto, tenor, and bass (SATB) to be transcribed as separat…
cs.CV2026
Controllable Crowd Generation through World-Model Planning
JunGyu Lee, Jisu Shin, Seunghyun Shin +1
Crowd simulation plays a central role in robot navigation, autonomous driving, and urban planning. For these applications, realistic simulation requires crowds to adapt their behav…
eess.AS2026
Beyond Piano: Cross-Instrument MIDI Velocity Estimation via Differentiable SoundFont Proxies
Zhanhong He, Hanyu Meng, David Defeng Huang +1
Many music datasets contain MIDI notes but lack reliable velocities, defaulting to a constant value. This absence is especially problematic outside the piano domain, as velocity is…