3 papers
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
Robust Neural Audio Fingerprinting using Music Foundation Models
Shubhr Singh, Kiran Bhat, Xavier Riley +3
The proliferation of distorted, compressed, and manipulated music on modern media platforms like TikTok motivates the development of more robust audio fingerprinting techniques to…
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…