A latent-diffusion drum separator plus per-stem onset detection produces both editable drum stems and competitive kick/snare transcriptions, with training-only onset and timbre branches changing the quality trade-offs.
We evaluate on two unseen datasets: MDB Drums [22] and ENST-Drums [23]
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
cs.SD 1years
2026 1verdicts
CONDITIONAL 1representative citing papers
citing papers explorer
-
Separate-and-Detect: Unified Drum Transcription and Stem Generation via Latent Diffusion
A latent-diffusion drum separator plus per-stem onset detection produces both editable drum stems and competitive kick/snare transcriptions, with training-only onset and timbre branches changing the quality trade-offs.