3 papers
cs.SD2026
Equivariant Music Transformer
Zixun Guo, Simon Dixon
Humans recognize a musical passage even when it is shifted in time or transposed in pitch, indicating a notion of equivariance in the representation space. Our analysis, however, s…
cs.SD2025
GOAT: A Large Dataset of Paired Guitar Audio Recordings and Tablatures
Jackson Loth, Pedro Sarmento, Saurjya Sarkar +3
In recent years, the guitar has received increased attention from the music information retrieval (MIR) community driven by the challenges posed by its diverse playing techniques a…
cs.SD2025
Moonbeam: A MIDI Foundation Model Using Both Absolute and Relative Music Attributes
Zixun Guo, Simon Dixon
Moonbeam is a transformer-based foundation model for symbolic music, pretrained on a large and diverse collection of MIDI data totaling 81.6K hours of music and 18 billion tokens.…