Eric Plourde

Publication Activity (10 Years)

Years Active: 2007-2023
Publications (10 Years): 21

Top Topics

Information Theory

Speech Enhancement

Top Venues

Publications

Ahmad El Ferdaoussi, Jean Rouat, Eric Plourde
Efficiency metrics for auditory neuromorphic spike encoding techniques using information theory. Neuromorph. Comput. Eng. 3 (2) (2023)
Abir Riahi, Eric Plourde
Single Channel Speech Enhancement Using U-Net Spiking Neural Networks. CoRR (2023)
Ahmad El Ferdaoussi, Jean Rouat, Eric Plourde
Optimizing Neuromorphic Spike Encoding of Dynamic Stimulus Signals Using Information Theory. NER (2023)
Abir Riahi, Eric Plourde
Single Channel Speech Enhancement Using U-Net Spiking Neural Networks. CCECE (2023)
Ahmad El Ferdaoussi, Eric Plourde, Jean Rouat
Evaluation of Neuromorphic Spike Encoding of Sound Using Information Theory. CoRR (2022)
Maryam Hosseini, Luca Celotti, Eric Plourde
End-to-End Brain-Driven Speech Enhancement in Multi-Talker Conditions. IEEE ACM Trans. Audio Speech Lang. Process. 30 (2022)
Maryam Hosseini, Luca Celotti, Eric Plourde
Speaker-Independent Brain Enhanced Speech Denoising. ICASSP (2021)
Soufiyan Bahadi, Jean Rouat, Eric Plourde
Adaptive Approach For Sparse Representations Using The Locally Competitive Algorithm For Audio. CoRR (2021)
Soufiyan Bahadi, Jean Rouat, Eric Plourde
Adaptive Approach for Sparse Representations Using the Locally Competitive Algorithm for Audio. MLSP (2021)
Maryam Hosseini, Gerardo Rodriguez, Hongsun Guo, Hubert H. Lim, Eric Plourde
Novel metrics to measure the effect of additive inputs on the activity of sensory system neurons. EMBC (2019)
Marc-Antoine Moinnereau, Thomas Brienne, Simon Brodeur, Jean Rouat, Kevin Whittingstall, Eric Plourde
Classification of auditory stimuli from EEG signals with a regulated recurrent neural network reservoir. CoRR (2018)
Emilien Le Flahat, Jean-Christophe Billard, Eric Plourde
A Comparison of ECG Waveform Features for the Classification of Normal and Abnormal Heartbeats. CinC (2018)
Hanwook Chung, Taesup Kim, Eric Plourde, Benoît Champagne
Noise-adaptive Deep Neural Network for single-channel speech enhancement. MLSP (2018)
Hanwook Chung, Roland Badeau, Eric Plourde, Benoît Champagne
Training and compensation of class-conditioned NMF bases for speech enhancement. Neurocomputing 284 (2018)
Hanwook Chung, Eric Plourde, Benoît Champagne
A Supervised Multi-Channel Speech Enhancement Algorithm Based on Bayesian NMF Model. GlobalSIP (2018)
Julien Bosco, Eric Plourde
Speech enhancement using both spectral and spectral modulation domains. CCECE (2017)
Hanwook Chung, Eric Plourde, Benoît Champagne
Single-channel enhancement of convolutive noisy speech based on a discriminative NMF algorithm. ICASSP (2017)
Hanwook Chung, Eric Plourde, Benoît Champagne
Regularized non-negative matrix factorization with Gaussian mixtures and masking model for speech enhancement. Speech Commun. 87 (2017)
Hanwook Chung, Eric Plourde, Benoît Champagne
Discriminative Training of NMF Model Based on Class Probabilities for Speech Enhancement. IEEE Signal Process. Lett. 23 (4) (2016)
Mohammad Adeli, Jean Rouat, Sean U. N. Wood, Stephane Molotchnikoff, Eric Plourde
A Flexible Bio-Inspired Hierarchical Model for Analyzing Musical Timbre. IEEE ACM Trans. Audio Speech Lang. Process. 24 (5) (2016)
Hanwook Chung, Eric Plourde, Benoît Champagne
Basis compensation in non-negative matrix factorization model for speech enhancement. ICASSP (2016)
Shadi Siahpoush, Yousof Erfani, Thilo Rode, Hubert H. Lim, Jean Rouat, Eric Plourde
Improving neural decoding in the central auditory system using bio-inspired spectro-temporal representations and a generalized bilinear model. EMBC (2015)
Golnaz Ghodoosipour, Eric Plourde, Benoît Champagne
On the use of a codebook-based modeling approach for Bayesian STSA speech enhancement. CCECE (2015)
Eric Plourde, Thilo Rode, Hubert H. Lim
The contribution of trained parameters to the goodness of fit of a Bayesian neural encoding model for the auditory system. NER (2015)
Mahdi Parchami, Wei-Ping Zhu, Benoît Champagne, Eric Plourde
Bayesian STSA estimation using masking properties and generalized Gamma prior for speech enhancement. EURASIP J. Adv. Signal Process. 2015 (2015)
Hanwook Chung, Eric Plourde, Benoît Champagne
Regularized NMF-based speech enhancement with spectral components modeled by gaussian mixtures. MLSP (2014)
Eric Plourde, Emery N. Brown
The effect of different spectro-temporal representations of an input auditory stimulus on the fitting of a point process model of auditory neurons. ISSPA (2012)
Eric Plourde, Benoît Champagne
Multidimensional STSA Estimators for Speech Enhancement With Correlated Spectral Components. IEEE Trans. Signal Process. 59 (7) (2011)
Eric Plourde, Bertrand Delgutte, Emery N. Brown
A Point Process Model for Auditory Neurons Considering Both Their Intrinsic Dynamics and the Spectrotemporal Properties of an Extrinsic Signal. IEEE Trans. Biomed. Eng. 58 (6) (2011)
Eric Plourde, Benoît Champagne
A family of Bayesian STSA estimators for the enhancement of speech with correlated frequency components. ICASSP (2010)
Eric Plourde, Benoît Champagne
Generalized Bayesian Estimators of the Spectral Amplitude for Speech Enhancement. IEEE Signal Process. Lett. 16 (6) (2009)
Eric Plourde, Benoît Champagne
Auditory-Based Spectral Amplitude Estimators for Speech Enhancement. IEEE Trans. Speech Audio Process. 16 (8) (2008)
Eric Plourde, Benoît Champagne
Perceptually based speech enhancement using the weighted beta-SA estimator. ICASSP (2008)
Eric Plourde, Benoît Champagne
Integrating the cochlea's compressive nonlinearity in the Bayesian approach for speech enhancement. EUSIPCO (2007)