1 citations · 2 across the 4 of their papers we have counts for
5 papers
Learning Jazz Pianist Style with Cross-Attention Conditioning
Drew Edwards, Akira Maezawa, Simon Dixon
Jazz pianists develop distinctive traits that experienced listeners can often identify within seconds, yet the features underlying this recognition resist formal description. We st…
GAPS: A Large and Diverse Classical Guitar Dataset and Benchmark Transcription Model
Xavier Riley, Zixun Guo, Drew Edwards +1
We introduce GAPS (Guitar-Aligned Performance Scores), a new dataset of classical guitar performances, and a benchmark guitar transcription model that achieves state-of-the-art per…
MIDI-to-Tab: Guitar Tablature Inference via Masked Language Modeling
Drew Edwards, Xavier Riley, Pedro Sarmento +1
Guitar tablatures enrich the structure of traditional music notation by assigning each note to a string and fret of a guitar in a particular tuning, indicating precisely where to p…
High Resolution Guitar Transcription via Domain Adaptation
Xavier Riley, Drew Edwards, Simon Dixon
Automatic music transcription (AMT) has achieved high accuracy for piano due to the availability of large, high-quality datasets such as MAESTRO and MAPS, but comparable datasets a…
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…