Search Results for author: Drew Edwards

Found 3 papers, 0 papers with code

MIDI-to-Tab: Guitar Tablature Inference via Masked Language Modeling

no code implementations9 Aug 2024 Drew Edwards, Xavier Riley, Pedro Sarmento, Simon Dixon

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 play the note on the instrument.

Decoder Language Modeling +2

High Resolution Guitar Transcription via Domain Adaptation

no code implementations23 Feb 2024 Xavier Riley, Drew Edwards, Simon Dixon

Focusing on the guitar, we refine this approach to training on score data using a dataset of commercially available score-audio pairs.

Domain Adaptation Music Transcription

A Data-Driven Analysis of Robust Automatic Piano Transcription

no code implementations2 Feb 2024 Drew Edwards, Simon Dixon, Emmanouil Benetos, Akira Maezawa, Yuta Kusaka

Algorithms for automatic piano transcription have improved dramatically in recent years due to new datasets and modeling techniques.

Ranked #3 on Music Transcription on MAPS (using extra training data)

Data Augmentation Music Transcription

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