Eric Plourde

39 papers Misc 6Journal 19Unranked 14
YearRankTypeTitle / Venue / Authors
2025 Misc conf
Adaptive Central Frequencies Locally Competitive Algorithm for Speech.
ICASSP
Soufiyan Bahadi, Eric Plourde, Jean Rouat
2025 J jnl
Adaptive Central Frequencies Locally Competitive Algorithm for Speech.
CoRR
Soufiyan Bahadi, Eric Plourde, Jean Rouat
2025 J jnl
Maximizing information in neuron populations for neuromorphic spike encoding.
Neuromorph. Comput. Eng.
Ahmad El Ferdaoussi, Eric Plourde, Jean Rouat
2024 J jnl
Efficient Sparse Coding with the Adaptive Locally Competitive Algorithm for Speech Classification.
CoRR
Soufiyan Bahadi, Eric Plourde, Jean Rouat
2024 J jnl
Maximizing Information in Neuron Populations for Neuromorphic Spike Encoding.
CoRR
Ahmad El Ferdaoussi, Eric Plourde, Jean Rouat
2023 J jnl
Efficiency metrics for auditory neuromorphic spike encoding techniques using information theory.
Neuromorph. Comput. Eng.
Ahmad El Ferdaoussi, Jean Rouat, Eric Plourde
2023 — conf
Optimizing Neuromorphic Spike Encoding of Dynamic Stimulus Signals Using Information Theory.
NER
Ahmad El Ferdaoussi, Jean Rouat, Eric Plourde
2023 — conf
Single Channel Speech Enhancement Using U-Net Spiking Neural Networks.
CCECE
Abir Riahi, Eric Plourde
2023 J jnl
Single Channel Speech Enhancement Using U-Net Spiking Neural Networks.
CoRR
Abir Riahi, Eric Plourde
2022 J jnl
End-to-End Brain-Driven Speech Enhancement in Multi-Talker Conditions.
IEEE ACM Trans. Audio Speech Lang. Process.
Maryam Hosseini, Luca Celotti, Eric Plourde
2022 J jnl
Evaluation of Neuromorphic Spike Encoding of Sound Using Information Theory.
CoRR
Ahmad El Ferdaoussi, Eric Plourde, Jean Rouat
2021 J jnl
Adaptive Approach For Sparse Representations Using The Locally Competitive Algorithm For Audio.
CoRR
Soufiyan Bahadi, Jean Rouat, Eric Plourde
2021 — conf
Adaptive Approach for Sparse Representations Using the Locally Competitive Algorithm for Audio.
MLSP
Soufiyan Bahadi, Jean Rouat, Eric Plourde
2021 Misc conf
Speaker-Independent Brain Enhanced Speech Denoising.
ICASSP
Maryam Hosseini, Luca Celotti, Eric Plourde
2019 — conf
Novel metrics to measure the effect of additive inputs on the activity of sensory system neurons.
EMBC
Maryam Hosseini, Gerardo Rodriguez, Hongsun Guo, Hubert H. Lim, Eric Plourde
2018 — conf
A Comparison of ECG Waveform Features for the Classification of Normal and Abnormal Heartbeats.
CinC
Emilien Le Flahat, Jean-Christophe Billard, Eric Plourde
2018 — conf
A Supervised Multi-Channel Speech Enhancement Algorithm Based on Bayesian NMF Model.
GlobalSIP
Hanwook Chung, Eric Plourde, Benoît Champagne
2018 J jnl
Classification of auditory stimuli from EEG signals with a regulated recurrent neural network reservoir.
CoRR
Marc-Antoine Moinnereau, Thomas Brienne, Simon Brodeur, Jean Rouat, Kevin Whittingstall, Eric Plourde
2018 — conf
Noise-adaptive Deep Neural Network for single-channel speech enhancement.
MLSP
Hanwook Chung, Taesup Kim, Eric Plourde, Benoît Champagne
2018 J jnl
Training and compensation of class-conditioned NMF bases for speech enhancement.
Neurocomputing
Hanwook Chung, Roland Badeau, Eric Plourde, Benoît Champagne
2017 J jnl
Regularized non-negative matrix factorization with Gaussian mixtures and masking model for speech enhancement.
Speech Commun.
Hanwook Chung, Eric Plourde, Benoît Champagne
2017 Misc conf
Single-channel enhancement of convolutive noisy speech based on a discriminative NMF algorithm.
ICASSP
Hanwook Chung, Eric Plourde, Benoît Champagne
2017 — conf
Speech enhancement using both spectral and spectral modulation domains.
CCECE
Julien Bosco, Eric Plourde
2016 J jnl
A Flexible Bio-Inspired Hierarchical Model for Analyzing Musical Timbre.
IEEE ACM Trans. Audio Speech Lang. Process.
Mohammad Adeli, Jean Rouat, Sean U. N. Wood, Stephane Molotchnikoff, Eric Plourde
2016 Misc conf
Basis compensation in non-negative matrix factorization model for speech enhancement.
ICASSP
Hanwook Chung, Eric Plourde, Benoît Champagne
2016 J jnl
Discriminative Training of NMF Model Based on Class Probabilities for Speech Enhancement.
IEEE Signal Process. Lett.
Hanwook Chung, Eric Plourde, Benoît Champagne
2015 J jnl
Bayesian STSA estimation using masking properties and generalized Gamma prior for speech enhancement.
EURASIP J. Adv. Signal Process.
Mahdi Parchami, Wei-Ping Zhu, Benoît Champagne, Eric Plourde
2015 — conf
Improving neural decoding in the central auditory system using bio-inspired spectro-temporal representations and a generalized bilinear model.
EMBC
Shadi Siahpoush, Yousof Erfani, Thilo Rode, Hubert H. Lim, Jean Rouat, Eric Plourde
2015 — conf
On the use of a codebook-based modeling approach for Bayesian STSA speech enhancement.
CCECE
Golnaz Ghodoosipour, Eric Plourde, Benoît Champagne
2015 — conf
The contribution of trained parameters to the goodness of fit of a Bayesian neural encoding model for the auditory system.
NER
Eric Plourde, Thilo Rode, Hubert H. Lim
2014 — conf
Regularized NMF-based speech enhancement with spectral components modeled by gaussian mixtures.
MLSP
Hanwook Chung, Eric Plourde, Benoît Champagne
2012 — conf
The effect of different spectro-temporal representations of an input auditory stimulus on the fitting of a point process model of auditory neurons.
ISSPA
Eric Plourde, Emery N. Brown
2011 J jnl
A Point Process Model for Auditory Neurons Considering Both Their Intrinsic Dynamics and the Spectrotemporal Properties of an Extrinsic Signal.
IEEE Trans. Biomed. Eng.
Eric Plourde, Bertrand Delgutte, Emery N. Brown
2011 J jnl
Multidimensional STSA Estimators for Speech Enhancement With Correlated Spectral Components.
IEEE Trans. Signal Process.
Eric Plourde, Benoît Champagne
2010 Misc conf
A family of Bayesian STSA estimators for the enhancement of speech with correlated frequency components.
ICASSP
Eric Plourde, Benoît Champagne
2009 J jnl
Generalized Bayesian Estimators of the Spectral Amplitude for Speech Enhancement.
IEEE Signal Process. Lett.
Eric Plourde, Benoît Champagne
2008 J jnl
Auditory-Based Spectral Amplitude Estimators for Speech Enhancement.
IEEE Trans. Speech Audio Process.
Eric Plourde, Benoît Champagne
2008 Misc conf
Perceptually based speech enhancement using the weighted beta-SA estimator.
ICASSP
Eric Plourde, Benoît Champagne
2007 — conf
Integrating the cochlea's compressive nonlinearity in the Bayesian approach for speech enhancement.
EUSIPCO
Eric Plourde, Benoît Champagne