Break-the-Beat! renders drum MIDI audio that matches the timbre of a reference clip by fine-tuning a text-to-audio model with a content encoder and hybrid conditioning on a new paired dataset.
Sequence-to-sequence piano transcription with transformers
2 Pith papers cite this work. Polarity classification is still indexing.
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Pith papers citing it
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cs.SD 2years
2026 2verdicts
UNVERDICTED 2representative citing papers
Cycle-consistent translation enables competitive music transcription performance with mostly unpaired audio and scores plus minimal paired supervision.
citing papers explorer
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Break-the-Beat! Controllable MIDI-to-Drum Audio Synthesis
Break-the-Beat! renders drum MIDI audio that matches the timbre of a reference clip by fine-tuning a text-to-audio model with a content encoder and hybrid conditioning on a new paired dataset.
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Music Transcription with (Almost) No Supervision
Cycle-consistent translation enables competitive music transcription performance with mostly unpaired audio and scores plus minimal paired supervision.