Benoit Fuentes

Publication Activity (10 Years)

Years Active: 2011-2021
Publications (10 Years): 5

Top Topics

Matrix Factorization

Component Analysis

Probabilistic Model

High Frequencies

Top Venues

IEEE Signal Process. Lett.

Publications

Benoit Fuentes, Gaël Richard
Probabilistic semi-nonnegative matrix factorization: a Skellam-based framework. CoRR (2021)
Simon Henriet, Benoit Fuentes, Umut Simsekli, Gaël Richard
Matrix Factorization for High Frequency Non Intrusive Load Monitoring: Definitions and Algorithms. NILM@SenSys (2020)
Simon Henriet, Umut Simsekli, Sergio Dos Santos, Benoit Fuentes, Gaël Richard
Independent-Variation Matrix Factorization With Application to Energy Disaggregation. IEEE Signal Process. Lett. 26 (11) (2019)
Simon Henriet, Umut Simsekli, Benoit Fuentes, Gaël Richard
A Generative Model for Non-Intrusive Load Monitoring in Commercial Buildings. CoRR (2018)
Simon Henriet, Umut Simsekli, Gaël Richard, Benoit Fuentes
Synthetic dataset generation for non-intrusive load monitoring in commercial buildings. BuildSys@SenSys (2017)
Camila de Andrade Scatolini, Gaël Richard, Benoit Fuentes
Multipitch estimation using a PLCA-based model: Impact of partial user annotation. ICASSP (2015)
Benoit Fuentes, Roland Badeau, Gaël Richard
Controlling the convergence rate to help parameter estimation in a PLCA-based model. EUSIPCO (2014)
Benoit Fuentes, Roland Badeau, Gaël Richard
Harmonic Adaptive Latent Component Analysis of Audio and Application to Music Transcription. IEEE Trans. Speech Audio Process. 21 (9) (2013)
Benoit Fuentes, Roland Badeau, Gaël Richard
Blind Harmonic Adaptive Decomposition applied to supervised source separation. EUSIPCO (2012)
Benoit Fuentes, Antoine Liutkus, Roland Badeau, Gaël Richard
Probabilistic model for main melody extraction using Constant-Q transform. ICASSP (2012)
Benoit Fuentes, Roland Badeau, Gaël Richard
Adaptive harmonic time-frequency decomposition of audio using shift-invariant PLCA. ICASSP (2011)