Xavier Riley
Music and Audio ML Engineer, AI and Music PhD Researcher
Network
636 connectionsSummary
Work
Education
Writing
Enhanced Automatic Drum Transcription via Drum Stem Source Separation
January 1, 2025Research paper on improving automatic drum transcription using drum stem separation, a challenging task in Music Information Retrieval.
GAPS: A Large and Diverse Classical Guitar Dataset and Benchmark Transcription Model
January 1, 2024Introduces GAPS, a new dataset of classical guitar performances, and a benchmark guitar transcription model achieving state-of-the-art performance.
MIDI-to-Tab: Guitar Tablature Inference via Masked Language Modeling
January 1, 2024Research on inferring guitar tablature from symbolic music representations using a transformer model.
High resolution guitar transcription via domain adaptation
January 1, 2024Work on high-resolution guitar transcription using domain adaptation techniques.
Reconstructing the Charlie Parker Omnibook using an audioto-score automatic transcription pipeline
January 1, 2024Exploring the use of state-of-the-art music technology to reconstruct scores from audio, specifically the Charlie Parker Omnibook.
CREPE Notes: A new method for segmenting pitch contours into discrete notes
January 1, 2023A new method for segmenting pitch contours into discrete notes.
FiloBass: A Dataset and Corpus Based Study of Jazz Basslines
January 1, 2023A dataset and corpus-based study focused on jazz basslines.
Hobbies
Plays guitar since age 10 and double bass since age 13, with a particular love for jazz and swing music, and leads a local big band. co+1
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