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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…
cs.SD2024
A Data-Driven Analysis of Robust Automatic Piano Transcription
Drew Edwards, Simon Dixon, Emmanouil Benetos +2
Algorithms for automatic piano transcription have improved dramatically in recent years due to new datasets and modeling techniques. Recent developments have focused primarily on a…
cs.SD2023
FiloBass: A Dataset and Corpus Based Study of Jazz Basslines
Xavier Riley, Simon Dixon
We present FiloBass: a novel corpus of music scores and annotations which focuses on the important but often overlooked role of the double bass in jazz accompaniment. Inspired by r…