238 citations · 242 across the 4 of their papers we have counts for
3 papers · 1 filter
Melody transcription via generative pre-training
Chris Donahue, John Thickstun, Percy Liang
Despite the central role that melody plays in music perception, it remains an open challenge in music information retrieval to reliably detect the notes of the melody present in an…
Rethinking Evaluation Methodology for Audio-to-Score Alignment
John Thickstun, Jennifer Brennan, Harsh Verma
This paper offers a precise, formal definition of an audio-to-score alignment. While the concept of an alignment is intuitively grasped, this precision affords us new insight into…
Coupled Recurrent Models for Polyphonic Music Composition
John Thickstun, Zaid Harchaoui, Dean P. Foster +1
This paper introduces a novel recurrent model for music composition that is tailored to the structure of polyphonic music. We propose an efficient new conditional probabilistic fac…