CV
For a PDF version please see: CV.pdf
Education
- BMus in Music, University of Birmingham, 2007-07
- M.Sc. in Computer Science (Distributed Systems and Networking), Royal Holloway, 2016-18
- Ph.D in Artificial Intelligence and Music, Queen Mary University of London, 2025
Publications
CREPE Notes: A new method for segmenting pitch contours into discrete notes
Riley, Xavier and Simon Dixon (2023). "CREPE Notes: A new method for segmenting pitch contours into discrete notes" Proceedings of the 20th Sound and Music Computing Conference. Stockholm, Sweden pp. 1–5.
Reconstructing the Charlie Parker Omnibook using an audio-to-score automatic transcription pipeline
Riley, Xavier, and Simon Dixon (2024). "Reconstructing the Charlie Parker Omnibook using an audio-to-score automatic transcription pipeline" Proceedings of the Sound and Music Computing Conference 2024
MIDI-to-Tab: Guitar Tablature Inference via Masked Language Modeling
Edwards, Drew, Xavier Riley, Pedro Sarmento, and Simon Dixon (2024). "MIDI-to-Tab: Guitar Tablature Inference via Masked Language Modeling" Proceedings of the 25th International Society for Music Information Retrieval Conference
GAPS: A Large and Diverse Classical Guitar Dataset and Benchmark Transcription Model
Riley, Xavier, Zixun Guo, Drew Edwards, and Simon Dixon (2024). "GAPS: A Large and Diverse Classical Guitar Dataset and Bench- mark Transcription Model" Proceedings of the 25th International Society for Music Information Retrieval Conference