D3RM uses discrete diffusion with neighborhood attention and an asymmetric train/inference masking schedule to improve piano transcription F1 over a feed-forward baseline and DiffRoll on MAESTRO.
Diffroll: Diffusion-based gen- erative music transcription with unsupervised pretraining capability,
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D3RM: A Discrete Denoising Diffusion Refinement Model for Piano Transcription
D3RM uses discrete diffusion with neighborhood attention and an asymmetric train/inference masking schedule to improve piano transcription F1 over a feed-forward baseline and DiffRoll on MAESTRO.