Jean Rouat

ORCID

Publication Activity (10 Years)

Years Active: 1987-2023
Publications (10 Years): 62

Top Venues

CoRR

INTERSPEECH

ICONS

IEEE ACM Trans. Audio Speech Lang. Process.

Publications

Louis Commère, Jean Rouat
Evaluation of short range depth sonifications for visual-to-auditory sensory substitution. CoRR (2023)
Ismael Balafrej, Fabien Alibart, Jean Rouat
Expanding memory in recurrent spiking networks. CoRR (2023)
Ahmad El Ferdaoussi, Jean Rouat, Eric Plourde
Efficiency metrics for auditory neuromorphic spike encoding techniques using information theory. Neuromorph. Comput. Eng. 3 (2) (2023)
Louis Commère, Jean Rouat
Evaluation of Short-Range Depth Sonifications for Visual-to-Auditory Sensory Substitution. IEEE Trans. Hum. Mach. Syst. 53 (3) (2023)
Jérôme Abdelnour, Jean Rouat, Giampiero Salvi
NAAQA: A Neural Architecture for Acoustic Question Answering. IEEE Trans. Pattern Anal. Mach. Intell. 45 (4) (2023)
Louis Commère, Jean Rouat
Sonified Distance in Sensory Substitution Does Not Always Improve Localization: Comparison With a 2-D and 3-D Handheld Device. IEEE Trans. Hum. Mach. Syst. 53 (1) (2023)
Ahmad El Ferdaoussi, Jean Rouat, Eric Plourde
Optimizing Neuromorphic Spike Encoding of Dynamic Stimulus Signals Using Information Theory. NER (2023)
Luca Herranz-Celotti, Jean Rouat
Stabilizing RNN Gradients through Pre-training. CoRR (2023)
Emmanuel Calvet, Jean Rouat, Bertrand Reulet
Excitatory/inhibitory balance emerges as a key factor for RBN performance, overriding attractor dynamics. Frontiers Comput. Neurosci. 17 (2023)
Emmanuel Calvet, Jean Rouat, Bertrand Reulet
Excitatory/Inhibitory Balance Emerges as a Key Factor for RBN Performance, Overriding Attractor Dynamics. CoRR (2023)
Mathilde Brousmiche, Jean Rouat, Stéphane Dupont
Multimodal Attentive Fusion Network for audio-visual event recognition. Inf. Fusion 85 (2022)
Sidi Yaya Arnaud Yarga, Jean Rouat, Sean U. N. Wood
Efficient Spike Encoding Algorithms for Neuromorphic Speech Recognition. ICONS (2022)
Jean Rouat, Ramin Pichevar, Stéphane Loiselle
Perceptive, non-linear Speech Processing and Spiking Neural Networks. CoRR (2022)
Ahmad El Ferdaoussi, Eric Plourde, Jean Rouat
Evaluation of Neuromorphic Spike Encoding of Sound Using Information Theory. CoRR (2022)
Louis Commère, Jean Rouat
Sonified distance in sensory substitution does not always improve localization: comparison with a 2D and 3D handheld device. CoRR (2022)
Nikhil Garg, Ismael Balafrej, Terrence C. Stewart, Jean-Michel Portal, Marc Bocquet, Damien Querlioz, Dominique Drouin, Jean Rouat, Yann Beilliard, Fabien Alibart
Voltage-Dependent Synaptic Plasticity (VDSP): Unsupervised probabilistic Hebbian plasticity rule based on neurons membrane potential. CoRR (2022)
Luca Herranz-Celotti, Jean Rouat
Surrogate Gradients Design. CoRR (2022)
Sidi Yaya Arnaud Yarga, Jean Rouat, Sean U. N. Wood
Efficient spike encoding algorithms for neuromorphic speech recognition. CoRR (2022)
Ismael Balafrej, Fabien Alibart, Jean Rouat
P-CRITICAL: a reservoir autoregulation plasticity rule for neuromorphic hardware. Neuromorph. Comput. Eng. 2 (2) (2022)
Soufiyan Bahadi, Jean Rouat, Eric Plourde
Adaptive Approach For Sparse Representations Using The Locally Competitive Algorithm For Audio. CoRR (2021)
Etienne Richan, Jean Rouat
A proposal and evaluation of new timbre visualization methods for audio sample browsers. Pers. Ubiquitous Comput. 25 (4) (2021)
Soufiyan Bahadi, Jean Rouat, Eric Plourde
Adaptive Approach for Sparse Representations Using the Locally Competitive Algorithm for Audio. MLSP (2021)
Nikhil Garg, Ismael Balafrej, Yann Beilliard, Dominique Drouin, Fabien Alibart, Jean Rouat
Signals to Spikes for Neuromorphic Regulated Reservoir Computing and EMG Hand Gesture Recognition. CoRR (2021)
Nikhil Garg, Ismael Balafrej, Yann Beilliard, Dominique Drouin, Fabien Alibart, Jean Rouat
Signals to Spikes for Neuromorphic Regulated Reservoir Computing and EMG Hand Gesture Recognition. ICONS (2021)
Mathilde Brousmiche, Jean Rouat, Stéphane Dupont
Multi-level Attention Fusion Network for Audio-visual Event Recognition. CoRR (2021)
Jerome Abdelnour, Jean Rouat, Giampiero Salvi
NAAQA: A Neural Architecture for Acoustic Question Answering. CoRR (2021)
Mathilde Brousmiche, Jean Rouat, Stéphane Dupont
SECL-UMons Database for Sound Event Classification and Localization. ICASSP (2020)
Luca Celotti, Simon Brodeur, Jean Rouat
AriEL: volume coding for sentence generation. CoRR (2020)
Mathilde Brousmiche, Stéphane Dupont, Jean Rouat
AVECL-UMONS database for audio-visual event classification and localization. CoRR (2020)
Etienne Richan, Jean Rouat
A proposal and evaluation of new timbre visualisation methods for audio sample browsers. CoRR (2020)
Mathilde Brousmiche, Stéphane Dupont, Jean Rouat
Intra and Inter-modality Interactions for Audio-visual Event Detection. HUMA @ ACM Multimedia (2020)
Louis Commère, Sean U. N. Wood, Jean Rouat
Evaluation of a Vision-to-Audition Substitution System that Provides 2D WHERE Information and Fast User Learning. CoRR (2020)
Ismael Balafrej, Jean Rouat
P-CRITICAL: A Reservoir Autoregulation Plasticity Rule for Neuromorphic Hardware. CoRR (2020)
Jerome Abdelnour, Giampiero Salvi, Jean Rouat
From Visual to Acoustic Question Answering. CoRR (2019)
Luca Celotti, Simon Brodeur, Jean Rouat
Language coverage and generalization in RNN-based continuous sentence embeddings for interacting agents. CoRR (2019)
Etienne Richan, Jean Rouat
A study comparing shape, colour and texture as visual labels in audio sample browsers. Audio Mostly Conference (2019)
Sean U. N. Wood, Jean Rouat
Unsupervised Low Latency Speech Enhancement with RT-GCC-NMF. CoRR (2019)
Mathilde Brousmiche, Jean Rouat, Stéphane Dupont
Audio-Visual Fusion And Conditioning With Neural Networks For Event Recognition. MLSP (2019)
Sean U. N. Wood, Jean Rouat
Unsupervised Low Latency Speech Enhancement With RT-GCC-NMF. IEEE J. Sel. Top. Signal Process. 13 (2) (2019)
Simon Brodeur, Simon Carrier, Jean Rouat
CREATE: Multimodal Dataset for Unsupervised Learning, Generative Modeling and Prediction of Sensory Data from a Mobile Robot in Indoor Environments. CoRR (2018)
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)
Jerome Abdelnour, Giampiero Salvi, Jean Rouat
CLEAR: A Dataset for Compositional Language and Elementary Acoustic Reasoning. CoRR (2018)
Simon Brodeur, Ethan Perez, Ankesh Anand, Florian Golemo, Luca Celotti, Florian Strub, Jean Rouat, Hugo Larochelle, Aaron C. Courville
HoME: a Household Multimodal Environment. ICLR (Workshop) (2018)
Sean U. N. Wood, Jean Rouat
Real-Time Speech Enhancement with GCC-NMF: Demonstration on the Raspberry Pi and NVIDIA Jetson. INTERSPEECH (2017)
Simon Brodeur, Ethan Perez, Ankesh Anand, Florian Golemo, Luca Celotti, Florian Strub, Jean Rouat, Hugo Larochelle, Aaron C. Courville
HoME: a Household Multimodal Environment. CoRR (2017)
Simon Brodeur, Jean Rouat
Optimality of inference in hierarchical coding for distributed object-based representations. CWIT (2017)
Sean U. N. Wood, Jean Rouat, Stéphane Dupont, Gueorgui Pironkov
Blind Speech Separation and Enhancement With GCC-NMF. IEEE ACM Trans. Audio Speech Lang. Process. 25 (4) (2017)
Sean U. N. Wood, Jean Rouat
Real-Time Speech Enhancement with GCC-NMF. INTERSPEECH (2017)
Yousof Erfani, Ramin Pichevar, Jean Rouat
Audio Watermarking Using Spikegram and a Two-Dictionary Approach. IEEE Trans. Inf. Forensics Secur. 12 (4) (2017)
Jean-Marc Valin, Jean Rouat, François Michaud
Enhanced Robot Audition Based on Microphone Array Source Separation with Post-Filter. CoRR (2016)
Sean U. N. Wood, Jean Rouat
Blind Speech Separation with GCC-NMF. INTERSPEECH (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)
Jean-Marc Valin, Jean Rouat, François Michaud
Microphone array post-filter for separation of simultaneous non-stationary sources. CoRR (2016)
Jean-Marc Valin, François Michaud, Brahim Hadjou, Jean Rouat
Localization of Simultaneous Moving Sound Sources for Mobile Robot Using a Frequency-Domain Steered Beamformer Approach. CoRR (2016)
Jean-Marc Valin, François Michaud, Jean Rouat
Robust Localization and Tracking of Simultaneous Moving Sound Sources Using Beamforming and Particle Filtering. CoRR (2016)
Sébastien Gagnon, Jean Rouat
Moving Toward High Precision Dynamical Modelling in Hidden Markov Models. CoRR (2016)
Jean-Marc Valin, François Michaud, Jean Rouat
Robust 3D Localization and Tracking of Sound Sources Using Beamforming and Particle Filtering. CoRR (2016)
Jean-Marc Valin, Shun'ichi Yamamoto, Jean Rouat, François Michaud, Kazuhiro Nakadai, Hiroshi G. Okuno
Robust Recognition of Simultaneous Speech By a Mobile Robot. CoRR (2016)
Jean-Marc Valin, François Michaud, Jean Rouat, Dominic Létourneau
Robust Sound Source Localization Using a Microphone Array on a Mobile Robot. CoRR (2016)
Guillaume Seguin-Godin, Frédéric Mailhot, Jean Rouat
Live demonstration: Efficient event-driven approach using synchrony processing for hardware spiking neural networks. ISCAS (2015)
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)
Guillaume Seguin-Godin, Frédéric Mailhot, Jean Rouat
Efficient event-driven approach using synchrony processing for hardware spiking neural networks. ISCAS (2015)
Louis-Charles Caron, Michiel D'Haene, Frédéric Mailhot, Benjamin Schrauwen, Jean Rouat
Event management for large scale event-driven digital hardware spiking neural networks. Neural Networks 45 (2013)
Yousof Erfani, Ramin Pichevar, Jean Rouat
Audio tampering localization using modified iss watermarking in sparse-domain. GlobalSIP (2013)
Louis-Charles Caron, Michiel D'Haene, Frédéric Mailhot, Benjamin Schrauwen, Jean Rouat
Event management for large scale event-driven digital hardware spiking neural networks CoRR (2013)
Simon Brodeur, Jean Rouat
Objets Sonores: Une Représentation Bio-Inspirée Hiérarchique Parcimonieuse À Très Grandes Dimensions Utilisable En Reconnaissance; Auditory Objects: Bio-Inspired Hierarchical Sparse High Dimensional Representation for Recognition. CoRR (2013)
Simon Brodeur, Jean Rouat
Robust Hierarchical and Sparse Representation of Natural Sounds in High-Dimensional Space. NOLISP (2013)
Sanaz Seyedin, Ramin Pichevar, Jean Rouat
Discriminative sparse-based feature extraction and dictionary learning for sound classification applications. ISSPA (2012)
Damien Lescal, Louis-Charles Caron, Jean Rouat
Neural visual objects enhancement for sensorial substitution from vision to audition. ISSPA (2012)
Simon Brodeur, Jean Rouat
Regulation toward Self-organized Criticality in a Recurrent Spiking Neural Reservoir. ICANN (1) (2012)
Louis-Charles Caron, Frédéric Mailhot, Jean Rouat
FPGA implementation of a spiking neural network for pattern matching. ISCAS (2011)
Jean Rouat, Stéphane Loiselle, Stephane Molotchnikoff
Variable frame rate hierarchical analysis for robust speech recognition. IROS (2011)
Hassan Ezzaidi, Mohammed Bahoura, Jean Rouat
Singer and music discrimination based threshold in polyphonic music. ISSPIT (2010)
Hassan Ezzaidi, Mohammed Bahoura, Jean Rouat
Taxonomy of Musical Genres. SITIS (2009)
Ramin Pichevar, Jean Rouat
Non-negative sparse image coder via simulated annealing and pseudo-inversion. ICASSP (2008)
Ramin Pichevar, Jean Rouat
Monophonic sound source separation with an unsupervised network of spiking neurones. Neurocomputing 71 (1-3) (2007)
Jean-Marc Valin, Seiichi Yamamoto, Jean Rouat, François Michaud, Kazuhiro Nakadai, Hiroshi G. Okuno
Robust Recognition of Simultaneous Speech by a Mobile Robot. IEEE Trans. Robotics 23 (4) (2007)
Jean-Marc Valin, François Michaud, Jean Rouat
Robust localization and tracking of simultaneous moving sound sources using beamforming and particle filtering. Robotics Auton. Syst. 55 (3) (2007)
Jonathan Fillion-Deneault, Jean Rouat
Cohesive Particle Filtering for Sound Source Localization. ICASSP (4) (2006)
Mohammed Bahoura, Jean Rouat
Wavelet speech enhancement based on time-scale adaptation. Speech Commun. 48 (12) (2006)
Jean-Marc Valin, François Michaud, Jean Rouat
Robust 3D Localization and Tracking of Sound Sources Using Beamforming and Particle Filtering. ICASSP (4) (2006)
Rachid Moussaoui, Jean Rouat, Roch Lefebvre
Wavelet Based Independent Component Analysis for Multi-Channel Source Separation. ICASSP (5) (2006)
Ramin Pichevar, Jean Rouat, Le Tan Thanh Tai
The oscillatory dynamic link matcher for spiking-neuron-based pattern recognition. Neurocomputing 69 (16-18) (2006)
Hassan Ezzaidi, Jean Rouat
Automatic music genre classification using second-order statistical measures for the prescriptive approach. INTERSPEECH (2005)
Shun'ichi Yamamoto, Kazuhiro Nakadai, Jean-Marc Valin, Jean Rouat, François Michaud, Kazunori Komatani, Tetsuya Ogata, Hiroshi G. Okuno
Making a robot recognize three simultaneous sentences in real-time. IROS (2005)
Shun'ichi Yamamoto, Jean-Marc Valin, Kazuhiro Nakadai, Jean Rouat, François Michaud, Tetsuya Ogata, Hiroshi G. Okuno
Enhanced Robot Speech Recognition Based on Microphone Array Source Separation and Missing Feature Theory. ICRA (2005)
Jean Rouat, Ramin Pichevar
Source Separation with One Ear: Proposition for an Anthropomorphic Approach. EURASIP J. Adv. Signal Process. 2005 (9) (2005)
Jean Rouat, Stéphane Loiselle, Ramin Pichevar
Towards Neurocomputational Speech and Sound Processing. WNSP (2005)
Jean-Marc Valin, Jean Rouat, François Michaud
Enhanced robot audition based on microphone array source separation with post-filter. IROS (2004)
Jean Rouat, Ramin Pichevar, Stéphane Loiselle
Perceptive, Non-linear Speech Processing and Spiking Neural Networks. Summer School on Neural Networks (2004)
Ramin Pichevar, Jean Rouat, Christian Feldbauer, Gernot Kubin
A bio-inspired sound source separation technique in combination with an enhanced FIR gammatone analysis/synthesis filterbank. EUSIPCO (2004)
Jean-Marc Valin, François Michaud, Brahim Hadjou, Jean Rouat
Localization of Simultaneous Moving Sound Sources for Mobile Robot Using a Frequency- Domain Steered Beamformer Approach. ICRA (2004)
Jean-Marc Valin, Jean Rouat, François Michaud
Microphone array post-filter for separation of simultaneous non-stationary sources. ICASSP (1) (2004)
Ramin Pichevar, Jean Rouat
A Quantitative Evaluation of a Bio-inspired Sound Segregation Technique for Two- and Three-Source Mixtures. Summer School on Neural Networks (2004)
Jean-Marc Valin, François Michaud, Jean Rouat, Dominic Létourneau
Robust sound source localization using a microphone array on a mobile robot. IROS (2003)
Ramin Pichevar, Jean Rouat
Cochleotopic/AMtopic (CAM) and Cochleotopic/Spectrotopic (CSM) map based sound sourcce separation using relaxatio oscillatory neurons. NNSP (2003)
Ramin Pichevar, Jean Rouat
Double-vowel segregation through temporal correlation: a bio-inspired neural network paradigm. NOLISP (2003)
Hassan Ezzaidi, Jean Rouat
Speech, music and songs discrimination in the context of handsets variability. INTERSPEECH (2002)
Jean Rouat, Ramin Pichevar
Nonlinear speech processing with oscillatory neural networks for speaker segregation. EUSIPCO (2002)
Hassan Ezzaidi, Jean Rouat, Douglas D. O'Shaughnessy
Combining pitch and MFCC for speaker identification systems. Odyssey (2001)

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Publication Activity (10 Years)

Top Topics

Top Venues

Jean Rouat