Benoit Fuentes

According to our database, Benoit Fuentes authored at least 11 papers between 2011 and 2021.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2021

Probabilistic semi-nonnegative matrix factorization: a Skellam-based framework.

Benoit Fuentes, Gaël Richard

CoRR, 2021

2020

Matrix Factorization for High Frequency Non Intrusive Load Monitoring: Definitions and Algorithms.

Simon Henriet, Benoit Fuentes, Umut Simsekli, Gaël Richard

Proceedings of the NILM '20, 2020

2019

Independent-Variation Matrix Factorization With Application to Energy Disaggregation.

Simon Henriet, Umut Simsekli, Sergio Dos Santos, Benoit Fuentes, Gaël Richard

IEEE Signal Process. Lett., 2019

2018

A Generative Model for Non-Intrusive Load Monitoring in Commercial Buildings.

Simon Henriet, Umut Simsekli, Benoit Fuentes, Gaël Richard

CoRR, 2018

2017

Synthetic dataset generation for non-intrusive load monitoring in commercial buildings.

Simon Henriet, Umut Simsekli, Gaël Richard, Benoit Fuentes

Proceedings of the 4th ACM International Conference on Systems for Energy-Efficient Built Environments, 2017

2015

Multipitch estimation using a PLCA-based model: Impact of partial user annotation.

Camila de Andrade Scatolini, Gaël Richard, Benoit Fuentes

Proceedings of the 2015 IEEE International Conference on Acoustics, 2015

2014

Controlling the convergence rate to help parameter estimation in a PLCA-based model.

Benoit Fuentes, Roland Badeau, Gaël Richard

Proceedings of the 22nd European Signal Processing Conference, 2014

2013

Harmonic Adaptive Latent Component Analysis of Audio and Application to Music Transcription.

Benoit Fuentes, Roland Badeau, Gaël Richard

IEEE Trans. Speech Audio Process., 2013

2012

Probabilistic model for main melody extraction using Constant-Q transform.

Benoit Fuentes, Antoine Liutkus, Roland Badeau, Gaël Richard

Proceedings of the 2012 IEEE International Conference on Acoustics, 2012

Blind Harmonic Adaptive Decomposition applied to supervised source separation.

Benoit Fuentes, Roland Badeau, Gaël Richard

Proceedings of the 20th European Signal Processing Conference, 2012

2011

Adaptive harmonic time-frequency decomposition of audio using shift-invariant PLCA.

Benoit Fuentes, Roland Badeau, Gaël Richard

Proceedings of the IEEE International Conference on Acoustics, 2011