3 papers
cs.SD2026
Equivariant Music Transformer
Zixun Guo, Simon Dixon
Humans recognize a musical passage even when it is shifted in time or transposed in pitch, indicating a notion of equivariance in the representation space. Our analysis, however, s…
cs.SD2026
Velocity Prediction in Automatic Guitar Transcription
Jackson Loth, Xavier Riley, Simon Dixon +1
Automatic Music Transcription (AMT) models have achieved a high level of success in polyphonic transcription of various instruments. Velocity, typically a measure of note intensity…
cs.SD2025
Enhanced Automatic Drum Transcription via Drum Stem Source Separation
Xavier Riley, Simon Dixon
Automatic Drum Transcription (ADT) remains a challenging task in MIR but recent advances allow accurate transcription of drum kits with up 5 classes - kick, snare, hi-hats, toms an…