1 code implementation • 11 Oct 2023 • Josh Gardner, Simon Durand, Daniel Stoller, Rachel M. Bittner
Music has a unique and complex structure which is challenging for both expert humans and existing AI systems to understand, and presents unique challenges relative to other forms of audio.
1 code implementation • 18 Mar 2022 • Rachel M. Bittner, Juan José Bosch, David Rubinstein, Gabriel Meseguer-Brocal, Sebastian Ewert
Despite its simplicity, benchmark results show our system's note estimation to be substantially better than a comparable baseline, and its frame-level accuracy to be only marginally below those of specialized state-of-the-art AMT systems.
Ranked #3 on Music Transcription on Slakh2100
1 code implementation • 2 Sep 2018 • Rachel M. Bittner, Brian McFee, Juan P. Bello
Fundamental frequency (f0) estimation from polyphonic music includes the tasks of multiple-f0, melody, vocal, and bass line estimation.