Use of Procedural Knowledge for Automatic Speech Recognition. - Renato de Mori; Ettore Merlo; Mathew J. Palakal; Jean Rouat (IJCAI, 1987)

A network of actions for automatic speech recognition. - Renato De Mori; Régis Cardin; Ettore Merlo; Mathew Palakal; Jean Rouat (Speech Commun., 1988)

Speaker and mother tongue independent analysis and recognition of some nasals, liquids and fricatives for integration in an automatic speech recognition system. - Jean Rouat; Renato de Mori; Jean-Pierre Adoul (EUROSPEECH, 1989)

Property extraction for automatic speech recognition. - Régis Cardin; Renato de Mori; Jean Rouat (Pattern Recognit. Lett., 1989)

Conception of speech filters based on a neural network. - A. Ennaji; Jean Rouat (ICSLP, 1992)

A spectro-temporal analysis of speech based on nonlinear operators. - Jean Rouat; Sylvain Lemieux; Alain Migneault (ICSLP, 1992)

Modeling neurons in the anteroventral cochlear nucleus for amplitude modulation (AM) processing: application to speech sound. - Ping Tang; Jean Rouat (ICSLP, 1996)

A Novelty Detector Using a Network of Integrate and Fire Neurons. - Tuong Vinh Ho; Jean Rouat (ICANN, 1997)

Spatio-Temporal Pattern Recognition with Neural Networks: Application to Speech. - Jean Rouat (ICANN, 1997)

A new algorithm for double talk detection and separation in the context of digital mobile radio telephone. - Hassan Ezzaidi; Ivan Bourmeyster; Jean Rouat (ICASSP, 1997)

A pitch determination and voiced/unvoiced decision algorithm for noisy speech. - Jean Rouat; Yong Chun Liu; Daniel Morissette (Speech Commun., 1997)

Comparison of MFCC and pitch synchronous AM, FM parameters for speaker identification. - Hassan Ezzaidi; Jean Rouat (INTERSPEECH, 2000)

A new approach for wavelet speech enhancement. - Mohammed Bahoura; Jean Rouat (INTERSPEECH, 2001)

Towards combining pitch and MFCC for speaker recognition systems. - Hassan Ezzaidi; Jean Rouat; Douglas D. O'Shaughnessy (INTERSPEECH, 2001)

Combining pitch and MFCC for speaker identification systems. - Hassan Ezzaidi; Jean Rouat; Douglas D. O'Shaughnessy (Odyssey, 2001)

Wavelet speech enhancement based on the Teager energy operator. - Mohammed Bahoura; Jean Rouat (IEEE Signal Process. Lett., 2001)

Nonlinear speech processing with oscillatory neural networks for speaker segregation. - Jean Rouat; Ramin Pichevar (EUSIPCO, 2002)

Speech, music and songs discrimination in the context of handsets variability. - Hassan Ezzaidi; Jean Rouat (INTERSPEECH, 2002)

Robust sound source localization using a microphone array on a mobile robot. - Jean-Marc Valin; François Michaud; Jean Rouat; Dominic Létourneau (IROS, 2003)

Cochleotopic/AMtopic (CAM) and Cochleotopic/Spectrotopic (CSM) map based sound sourcce separation using relaxatio oscillatory neurons. - Ramin Pichevar; Jean Rouat (NNSP, 2003)

Double-vowel segregation through temporal correlation: a bio-inspired neural network paradigm. - Ramin Pichevar; Jean Rouat (NOLISP, 2003)

A bio-inspired sound source separation technique in combination with an enhanced FIR gammatone analysis/synthesis filterbank. - Ramin Pichevar; Jean Rouat; Christian Feldbauer; Gernot Kubin (EUSIPCO, 2004)

Microphone array post-filter for separation of simultaneous non-stationary sources. - Jean-Marc Valin; Jean Rouat; François Michaud (ICASSP (1), 2004)

Localization of Simultaneous Moving Sound Sources for Mobile Robot Using a Frequency- Domain Steered Beamformer Approach. - Jean-Marc Valin; François Michaud; Brahim Hadjou; Jean Rouat (ICRA, 2004)

Enhanced robot audition based on microphone array source separation with post-filter. - Jean-Marc Valin; Jean Rouat; François Michaud (IROS, 2004)

A Quantitative Evaluation of a Bio-inspired Sound Segregation Technique for Two- and Three-Source Mixtures. - Ramin Pichevar; Jean Rouat (Summer School on Neural Networks, 2004)

Perceptive, Non-linear Speech Processing and Spiking Neural Networks. - Jean Rouat; Ramin Pichevar; Stéphane Loiselle (Summer School on Neural Networks, 2004)

Enhanced Robot Speech Recognition Based on Microphone Array Source Separation and Missing Feature Theory. - Shun'ichi Yamamoto; Jean-Marc Valin; Kazuhiro Nakadai; Jean Rouat; François Michaud; Tetsuya Ogata; Hiroshi G. Okuno (ICRA, 2005)

Exploration of rank order coding with spiking neural networks for speech recognition. - Stéphane Loiselle; Jean Rouat; Daniel Pressnitzer; Simon J. Thorpe (IJCNN, 2005)

Automatic music genre classification using second-order statistical measures for the prescriptive approach. - Hassan Ezzaidi; Jean Rouat (INTERSPEECH, 2005)

Making a robot recognize three simultaneous sentences in real-time. - Shun'ichi Yamamoto; Kazuhiro Nakadai; Jean-Marc Valin; Jean Rouat; François Michaud; Kazunori Komatani; Tetsuya Ogata; Hiroshi G. Okuno (IROS, 2005)

Towards Neurocomputational Speech and Sound Processing. - Jean Rouat; Stéphane Loiselle; Ramin Pichevar (WNSP, 2005)

Source Separation with One Ear: Proposition for an Anthropomorphic Approach. - Jean Rouat; Ramin Pichevar (EURASIP J. Adv. Signal Process., 2005)

Cohesive Particle Filtering for Sound Source Localization. - Jonathan Fillion-Deneault; Jean Rouat (ICASSP (4), 2006)

Wavelet Based Independent Component Analysis for Multi-Channel Source Separation. - Rachid Moussaoui; Jean Rouat; Roch Lefebvre (ICASSP (5), 2006)

Robust 3D Localization and Tracking of Sound Sources Using Beamforming and Particle Filtering. - Jean-Marc Valin; François Michaud; Jean Rouat (ICASSP (4), 2006)

The oscillatory dynamic link matcher for spiking-neuron-based pattern recognition. - Ramin Pichevar; Jean Rouat; Le Tan Thanh Tai (Neurocomputing, 2006)

Wavelet speech enhancement based on time-scale adaptation. - Mohammed Bahoura; Jean Rouat (Speech Commun., 2006)

Monophonic sound source separation with an unsupervised network of spiking neurones. - Ramin Pichevar; Jean Rouat (Neurocomputing, 2007)

Robust localization and tracking of simultaneous moving sound sources using beamforming and particle filtering. - Jean-Marc Valin; François Michaud; Jean Rouat (Robotics Auton. Syst., 2007)

Robust Recognition of Simultaneous Speech by a Mobile Robot. - Jean-Marc Valin; Seiichi Yamamoto; Jean Rouat; François Michaud; Kazuhiro Nakadai; Hiroshi G. Okuno (IEEE Trans. Robotics, 2007)

Non-negative sparse image coder via simulated annealing and pseudo-inversion. - Ramin Pichevar; Jean Rouat (ICASSP, 2008)

Taxonomy of Musical Genres. - Hassan Ezzaidi; Mohammed Bahoura; Jean Rouat (SITIS, 2009)

Singer and music discrimination based threshold in polyphonic music. - Hassan Ezzaidi; Mohammed Bahoura; Jean Rouat (ISSPIT, 2010)

Variable frame rate hierarchical analysis for robust speech recognition. - Jean Rouat; Stéphane Loiselle; Stephane Molotchnikoff (IROS, 2011)

FPGA implementation of a spiking neural network for pattern matching. - Louis-Charles Caron; Frédéric Mailhot 001; Jean Rouat (ISCAS, 2011)

Regulation toward Self-organized Criticality in a Recurrent Spiking Neural Reservoir. - Simon Brodeur; Jean Rouat (ICANN (1), 2012)

Neural visual objects enhancement for sensorial substitution from vision to audition. - Damien Lescal; Louis-Charles Caron; Jean Rouat (ISSPA, 2012)

Discriminative sparse-based feature extraction and dictionary learning for sound classification applications. - Sanaz Seyedin; Ramin Pichevar; Jean Rouat (ISSPA, 2012)

Audio tampering localization using modified iss watermarking in sparse-domain. - Yousof Erfani; Ramin Pichevar; Jean Rouat (GlobalSIP, 2013)

Robust Hierarchical and Sparse Representation of Natural Sounds in High-Dimensional Space. - Simon Brodeur; Jean Rouat (NOLISP, 2013)

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. - Simon Brodeur; Jean Rouat (CoRR, 2013)

Event management for large scale event-driven digital hardware spiking neural networks. - Louis-Charles Caron; Michiel D'Haene; Frédéric Mailhot 001; Benjamin Schrauwen; Jean Rouat (Neural Networks, 2013)

Improving neural decoding in the central auditory system using bio-inspired spectro-temporal representations and a generalized bilinear model. - Shadi Siahpoush; Yousof Erfani; Thilo Rode; Hubert H. Lim; Jean Rouat; Eric Plourde (EMBC, 2015)

Live demonstration: Efficient event-driven approach using synchrony processing for hardware spiking neural networks. - Guillaume Seguin-Godin; Frédéric Mailhot 001; Jean Rouat (ISCAS, 2015)

Efficient event-driven approach using synchrony processing for hardware spiking neural networks. - Guillaume Seguin-Godin; Frédéric Mailhot 001; Jean Rouat (ISCAS, 2015)

Blind Speech Separation with GCC-NMF. - Sean U. N. Wood; Jean Rouat (INTERSPEECH, 2016)

Moving Toward High Precision Dynamical Modelling in Hidden Markov Models. - Sébastien Gagnon; Jean Rouat (CoRR, 2016)

Robust Recognition of Simultaneous Speech By a Mobile Robot. - Jean-Marc Valin; Shun'ichi Yamamoto; Jean Rouat; François Michaud; Kazuhiro Nakadai; Hiroshi G. Okuno (CoRR, 2016)

A Flexible Bio-Inspired Hierarchical Model for Analyzing Musical Timbre. - Mohammad Adeli; Jean Rouat; Sean U. N. Wood; Stephane Molotchnikoff; Eric Plourde (IEEE ACM Trans. Audio Speech Lang. Process., 2016)

Optimality of inference in hierarchical coding for distributed object-based representations. - Simon Brodeur; Jean Rouat (CWIT, 2017)

Real-Time Speech Enhancement with GCC-NMF: Demonstration on the Raspberry Pi and NVIDIA Jetson. - Sean U. N. Wood; Jean Rouat (INTERSPEECH, 2017)

Real-Time Speech Enhancement with GCC-NMF. - Sean U. N. Wood; Jean Rouat (INTERSPEECH, 2017)

Blind Speech Separation and Enhancement With GCC-NMF. - Sean U. N. Wood; Jean Rouat; Stéphane Dupont; Gueorgui Pironkov (IEEE ACM Trans. Audio Speech Lang. Process., 2017)

Audio Watermarking Using Spikegram and a Two-Dictionary Approach. - Yousof Erfani; Ramin Pichevar; Jean Rouat (IEEE Trans. Inf. Forensics Secur., 2017)

HoME: a Household Multimodal Environment. - Simon Brodeur; Ethan Perez; Ankesh Anand; Florian Golemo; Luca Celotti; Florian Strub; Jean Rouat; Hugo Larochelle; Aaron C. Courville (ICLR (Workshop), 2018)

CREATE: Multimodal Dataset for Unsupervised Learning, Generative Modeling and Prediction of Sensory Data from a Mobile Robot in Indoor Environments. - Simon Brodeur; Simon Carrier; Jean Rouat (CoRR, 2018)

Classification of auditory stimuli from EEG signals with a regulated recurrent neural network reservoir. - Marc-Antoine Moinnereau; Thomas Brienne; Simon Brodeur; Jean Rouat; Kevin Whittingstall; Eric Plourde (CoRR, 2018)

CLEAR: A Dataset for Compositional Language and Elementary Acoustic Reasoning. - Jérôme Abdelnour; Giampiero Salvi; Jean Rouat (CoRR, 2018)

Audio dataset for Household Multimodal Environment (HoME). - Zakaria Belgoum; Jérôme Abdelnour; Simon Brodeur; Jean Rouat (IEEE DataPort, 2018)

A study comparing shape, colour and texture as visual labels in audio sample browsers. - Etienne Richan; Jean Rouat (Audio Mostly Conference, 2019)

Audio-Visual Fusion And Conditioning With Neural Networks For Event Recognition. - Mathilde Brousmiche; Jean Rouat; Stéphane Dupont (MLSP, 2019)

From Visual to Acoustic Question Answering. - Jérôme Abdelnour; Giampiero Salvi; Jean Rouat (CoRR, 2019)

Language coverage and generalization in RNN-based continuous sentence embeddings for interacting agents. - Luca Celotti; Simon Brodeur; Jean Rouat (CoRR, 2019)

Unsupervised Low Latency Speech Enhancement With RT-GCC-NMF. - Sean U. N. Wood; Jean Rouat (IEEE J. Sel. Top. Signal Process., 2019)

SECL-UMons Database for Sound Event Classification and Localization. - Mathilde Brousmiche; Jean Rouat; Stéphane Dupont (ICASSP, 2020)

Intra and Inter-modality Interactions for Audio-visual Event Detection. - Mathilde Brousmiche; Stéphane Dupont; Jean Rouat (HUMA @ ACM Multimedia, 2020)

AriEL: volume coding for sentence generation. - Luca Celotti; Simon Brodeur; Jean Rouat (CoRR, 2020)

P-CRITICAL: A Reservoir Autoregulation Plasticity Rule for Neuromorphic Hardware. - Ismael Balafrej; Jean Rouat (CoRR, 2020)

Evaluation of a Vision-to-Audition Substitution System that Provides 2D WHERE Information and Fast User Learning. - Louis Commère; Sean U. N. Wood; Jean Rouat (CoRR, 2020)

AVECL-UMONS database for audio-visual event classification and localization. - Mathilde Brousmiche; Stéphane Dupont; Jean Rouat (CoRR, 2020)

A proposal and evaluation of new timbre visualisation methods for audio sample browsers. - Etienne Richan; Jean Rouat (CoRR, 2020)

Signals to Spikes for Neuromorphic Regulated Reservoir Computing and EMG Hand Gesture Recognition. - Nikhil Garg 002; Ismael Balafrej; Yann Beilliard; Dominique Drouin; Fabien Alibart; Jean Rouat (ICONS, 2021)

Adaptive Approach for Sparse Representations Using the Locally Competitive Algorithm for Audio. - Soufiyan Bahadi; Jean Rouat; Eric Plourde (MLSP, 2021)

Multi-level Attention Fusion Network for Audio-visual Event Recognition. - Mathilde Brousmiche; Jean Rouat; Stéphane Dupont (CoRR, 2021)

A proposal and evaluation of new timbre visualization methods for audio sample browsers. - Etienne Richan; Jean Rouat (Pers. Ubiquitous Comput., 2021)

Efficient Spike Encoding Algorithms for Neuromorphic Speech Recognition. - Sidi Yaya Arnaud Yarga; Jean Rouat; Sean U. N. Wood (ICONS, 2022)

Surrogate Gradients Design. - Luca Herranz-Celotti; Jean Rouat (CoRR, 2022)

Evaluation of Neuromorphic Spike Encoding of Sound Using Information Theory. - Ahmad El Ferdaoussi; Eric Plourde; Jean Rouat (CoRR, 2022)

Voltage-Dependent Synaptic Plasticity (VDSP): Unsupervised probabilistic Hebbian plasticity rule based on neurons membrane potential. - Nikhil Garg 002; Ismael Balafrej; Terrence C. Stewart; Jean-Michel Portal; Marc Bocquet; Damien Querlioz; Dominique Drouin; Jean Rouat; Yann Beilliard; Fabien Alibart (CoRR, 2022)

Sonified distance in sensory substitution does not always improve localization: comparison with a 2D and 3D handheld device. - Louis Commère; Jean Rouat (CoRR, 2022)

Multimodal Attentive Fusion Network for audio-visual event recognition. - Mathilde Brousmiche; Jean Rouat; Stéphane Dupont (Inf. Fusion, 2022)

P-CRITICAL: a reservoir autoregulation plasticity rule for neuromorphic hardware. - Ismael Balafrej; Fabien Alibart; Jean Rouat (Neuromorph. Comput. Eng., 2022)

CREATE: Multimodal Dataset for Unsupervised Learning and Generative Modeling of Sensory Data from a Mobile Robot. - Simon Brodeur; Simon Carrier; Jean Rouat (IEEE DataPort, 2022)

CLEAR: A Dataset for Compositional Language and Elementary Acoustic Reasoning. - Jérôme Abdelnour; Giampiero Salvi; Jean Rouat (IEEE DataPort, 2022)

Optimizing Neuromorphic Spike Encoding of Dynamic Stimulus Signals Using Information Theory. - Ahmad El Ferdaoussi; Jean Rouat; Eric Plourde (NER, 2023)

Stabilizing RNN Gradients through Pre-training. - Luca Herranz-Celotti; Jean Rouat (CoRR, 2023)

Expanding memory in recurrent spiking networks. - Ismael Balafrej; Fabien Alibart; Jean Rouat (CoRR, 2023)

Sonified Distance in Sensory Substitution Does Not Always Improve Localization: Comparison With a 2-D and 3-D Handheld Device. - Louis Commère; Jean Rouat (IEEE Trans. Hum. Mach. Syst., 2023)

Evaluation of Short-Range Depth Sonifications for Visual-to-Auditory Sensory Substitution. - Louis Commère; Jean Rouat (IEEE Trans. Hum. Mach. Syst., 2023)

Excitatory/inhibitory balance emerges as a key factor for RBN performance, overriding attractor dynamics. - Emmanuel Calvet; Jean Rouat; Bertrand Reulet (Frontiers Comput. Neurosci., 2023)

NAAQA: A Neural Architecture for Acoustic Question Answering. - Jérôme Abdelnour; Jean Rouat; Giampiero Salvi (IEEE Trans. Pattern Anal. Mach. Intell., 2023)

Efficiency metrics for auditory neuromorphic spike encoding techniques using information theory. - Ahmad El Ferdaoussi; Jean Rouat; Eric Plourde (Neuromorph. Comput. Eng., 2023)

Efficient Sparse Coding with the Adaptive Locally Competitive Algorithm for Speech Classification. - Soufiyan Bahadi; Eric Plourde; Jean Rouat (CoRR, 2024)

The connectivity degree controls the difficulty in reservoir design of random boolean networks. - Emmanuel Calvet; Bertrand Reulet; Jean Rouat (Frontiers Comput. Neurosci., 2024)

Adaptive Central Frequencies Locally Competitive Algorithm for Speech. - Soufiyan Bahadi; Eric Plourde; Jean Rouat (ICASSP, 2025)

Maximizing information in neuron populations for neuromorphic spike encoding. - Ahmad El Ferdaoussi; Eric Plourde; Jean Rouat (Neuromorph. Comput. Eng., 2025)