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.
2 code implementations • 25 Jun 2019 • Gabriel Meseguer-Brocal, Alice Cohen-Hadria, Geoffroy Peeters
We start with a set of manual annotations of draft time-aligned lyrics and notes made by non-expert users of Karaoke games.
2 code implementations • 2 Jul 2019 • Gabriel Meseguer-Brocal, Geoffroy Peeters
The input vector is embedded to obtain the parameters that control Feature-wise Linear Modulation (FiLM) layers.
1 code implementation • 5 Aug 2020 • Gabriel Meseguer-Brocal, Rachel Bittner, Simon Durand, Brian Brost
We propose a novel data cleansing model for time-varying, structured labels which exploits the local structure of the labels, and demonstrate its usefulness for vocal note event annotations in music.
1 code implementation • 5 Aug 2020 • Gabriel Meseguer-Brocal, Geoffroy Peeters
These approaches use prior information about the target source to improve separation.
no code implementations • 27 Apr 2021 • Gabriel Meseguer-Brocal
This dissertation proposes the study of multimodal learning in the context of musical signals.