PianoFlow generates coordinated bimanual piano motions from audio via MIDI-distilled flow-matching, asymmetric role-gated interaction, and autoregressive streaming continuation, outperforming priors with 9x faster inference.
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BiTDiff combines BiMamba-Transformer architecture with diffusion and human-kinematic decomposition to generate high-quality 3D conducting motions from music, achieving SOTA results on the new CM-Data dataset.
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PianoFlow: Music-Aware Streaming Piano Motion Generation with Bimanual Coordination
PianoFlow generates coordinated bimanual piano motions from audio via MIDI-distilled flow-matching, asymmetric role-gated interaction, and autoregressive streaming continuation, outperforming priors with 9x faster inference.
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BiTDiff: Fine-Grained 3D Conducting Motion Generation via BiMamba-Transformer Diffusion
BiTDiff combines BiMamba-Transformer architecture with diffusion and human-kinematic decomposition to generate high-quality 3D conducting motions from music, achieving SOTA results on the new CM-Data dataset.