Xavier Riley

Research paper on improving automatic drum transcription using drum stem separation, a challenging task in Music Information Retrieval.

Introduces GAPS, a new dataset of classical guitar performances, and a benchmark guitar transcription model achieving state-of-the-art performance.

Research on inferring guitar tablature from symbolic music representations using a transformer model.

Work on high-resolution guitar transcription using domain adaptation techniques.

Exploring the use of state-of-the-art music technology to reconstruct scores from audio, specifically the Charlie Parker Omnibook.

A new method for segmenting pitch contours into discrete notes.

A dataset and corpus-based study focused on jazz basslines.