Jean Rouat

Orcid: 0000-0002-9306-426X

According to our database1, Jean Rouat authored at least 102 papers between 1987 and 2023.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2023
Efficiency metrics for auditory neuromorphic spike encoding techniques using information theory.
Neuromorph. Comput. Eng., June, 2023

NAAQA: A Neural Architecture for Acoustic Question Answering.
IEEE Trans. Pattern Anal. Mach. Intell., April, 2023

Excitatory/inhibitory balance emerges as a key factor for RBN performance, overriding attractor dynamics.
Frontiers Comput. Neurosci., February, 2023

Evaluation of Short-Range Depth Sonifications for Visual-to-Auditory Sensory Substitution.
IEEE Trans. Hum. Mach. Syst., 2023

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., 2023

Expanding memory in recurrent spiking networks.
CoRR, 2023

Stabilizing RNN Gradients through Pre-training.
CoRR, 2023

Optimizing Neuromorphic Spike Encoding of Dynamic Stimulus Signals Using Information Theory.
Proceedings of the 11th International IEEE/EMBS Conference on Neural Engineering, 2023

2022
CLEAR: A Dataset for Compositional Language and Elementary Acoustic Reasoning.
Dataset, August, 2022

CREATE: Multimodal Dataset for Unsupervised Learning and Generative Modeling of Sensory Data from a Mobile Robot.
Dataset, May, 2022

P-CRITICAL: a reservoir autoregulation plasticity rule for neuromorphic hardware.
Neuromorph. Comput. Eng., 2022

Multimodal Attentive Fusion Network for audio-visual event recognition.
Inf. Fusion, 2022

Sonified distance in sensory substitution does not always improve localization: comparison with a 2D and 3D handheld device.
CoRR, 2022

Voltage-Dependent Synaptic Plasticity (VDSP): Unsupervised probabilistic Hebbian plasticity rule based on neurons membrane potential.
CoRR, 2022

Evaluation of Neuromorphic Spike Encoding of Sound Using Information Theory.
CoRR, 2022

Surrogate Gradients Design.
CoRR, 2022

Efficient Spike Encoding Algorithms for Neuromorphic Speech Recognition.
Proceedings of the ICONS 2022: International Conference on Neuromorphic Systems, Knoxville, TN, USA, July 27, 2022

2021
A proposal and evaluation of new timbre visualization methods for audio sample browsers.
Pers. Ubiquitous Comput., 2021

Multi-level Attention Fusion Network for Audio-visual Event Recognition.
CoRR, 2021

Adaptive Approach for Sparse Representations Using the Locally Competitive Algorithm for Audio.
Proceedings of the 2021 IEEE 31st International Workshop on Machine Learning for Signal Processing (MLSP), 2021

Signals to Spikes for Neuromorphic Regulated Reservoir Computing and EMG Hand Gesture Recognition.
Proceedings of the ICONS 2021: International Conference on Neuromorphic Systems 2021, 2021

2020
A proposal and evaluation of new timbre visualisation methods for audio sample browsers.
CoRR, 2020

AVECL-UMONS database for audio-visual event classification and localization.
CoRR, 2020

Evaluation of a Vision-to-Audition Substitution System that Provides 2D WHERE Information and Fast User Learning.
CoRR, 2020

P-CRITICAL: A Reservoir Autoregulation Plasticity Rule for Neuromorphic Hardware.
CoRR, 2020

AriEL: volume coding for sentence generation.
CoRR, 2020

Intra and Inter-modality Interactions for Audio-visual Event Detection.
Proceedings of the HuMA'20: Proceedings of the 1st International Workshop on Human-centric Multimedia Analysis, 2020

SECL-UMons Database for Sound Event Classification and Localization.
Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

2019
Unsupervised Low Latency Speech Enhancement With RT-GCC-NMF.
IEEE J. Sel. Top. Signal Process., 2019

Language coverage and generalization in RNN-based continuous sentence embeddings for interacting agents.
CoRR, 2019

From Visual to Acoustic Question Answering.
CoRR, 2019

Audio-Visual Fusion And Conditioning With Neural Networks For Event Recognition.
Proceedings of the 29th IEEE International Workshop on Machine Learning for Signal Processing, 2019

A study comparing shape, colour and texture as visual labels in audio sample browsers.
Proceedings of the 14th International Audio Mostly Conference: A Journey in Sound, 2019

2018
Audio dataset for Household Multimodal Environment (HoME).
Dataset, August, 2018

CLEAR: A Dataset for Compositional Language and Elementary Acoustic Reasoning.
CoRR, 2018

Classification of auditory stimuli from EEG signals with a regulated recurrent neural network reservoir.
CoRR, 2018

CREATE: Multimodal Dataset for Unsupervised Learning, Generative Modeling and Prediction of Sensory Data from a Mobile Robot in Indoor Environments.
CoRR, 2018

HoME: a Household Multimodal Environment.
Proceedings of the 6th International Conference on Learning Representations, 2018

2017
Audio Watermarking Using Spikegram and a Two-Dictionary Approach.
IEEE Trans. Inf. Forensics Secur., 2017

Blind Speech Separation and Enhancement With GCC-NMF.
IEEE ACM Trans. Audio Speech Lang. Process., 2017

Real-Time Speech Enhancement with GCC-NMF.
Proceedings of the Interspeech 2017, 2017

Real-Time Speech Enhancement with GCC-NMF: Demonstration on the Raspberry Pi and NVIDIA Jetson.
Proceedings of the Interspeech 2017, 2017

Optimality of inference in hierarchical coding for distributed object-based representations.
Proceedings of the 15th Canadian Workshop on Information Theory, 2017

2016
A Flexible Bio-Inspired Hierarchical Model for Analyzing Musical Timbre.
IEEE ACM Trans. Audio Speech Lang. Process., 2016

Robust Recognition of Simultaneous Speech By a Mobile Robot.
CoRR, 2016

Moving Toward High Precision Dynamical Modelling in Hidden Markov Models.
CoRR, 2016

Blind Speech Separation with GCC-NMF.
Proceedings of the Interspeech 2016, 2016

2015
Efficient event-driven approach using synchrony processing for hardware spiking neural networks.
Proceedings of the 2015 IEEE International Symposium on Circuits and Systems, 2015

Live demonstration: Efficient event-driven approach using synchrony processing for hardware spiking neural networks.
Proceedings of the 2015 IEEE International Symposium on Circuits and Systems, 2015

Improving neural decoding in the central auditory system using bio-inspired spectro-temporal representations and a generalized bilinear model.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

2013
Event management for large scale event-driven digital hardware spiking neural networks.
Neural Networks, 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.
CoRR, 2013

Robust Hierarchical and Sparse Representation of Natural Sounds in High-Dimensional Space.
Proceedings of the Advances in Nonlinear Speech Processing - 6th International Conference, 2013

Audio tampering localization using modified iss watermarking in sparse-domain.
Proceedings of the IEEE Global Conference on Signal and Information Processing, 2013

2012
Discriminative sparse-based feature extraction and dictionary learning for sound classification applications.
Proceedings of the 11th International Conference on Information Science, 2012

Neural visual objects enhancement for sensorial substitution from vision to audition.
Proceedings of the 11th International Conference on Information Science, 2012

Regulation toward Self-organized Criticality in a Recurrent Spiking Neural Reservoir.
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2012, 2012

2011
FPGA implementation of a spiking neural network for pattern matching.
Proceedings of the International Symposium on Circuits and Systems (ISCAS 2011), 2011

Variable frame rate hierarchical analysis for robust speech recognition.
Proceedings of the 2011 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2011

2010
Singer and music discrimination based threshold in polyphonic music.
Proceedings of the IEEE International Symposium on Signal Processing and Information Technology, 2010

2009
Taxonomy of Musical Genres.
Proceedings of the Fifth International Conference on Signal-Image Technology & Internet-Based Systems, 2009

2008
Non-negative sparse image coder via simulated annealing and pseudo-inversion.
Proceedings of the IEEE International Conference on Acoustics, 2008

2007
Robust Recognition of Simultaneous Speech by a Mobile Robot.
IEEE Trans. Robotics, 2007

Robust localization and tracking of simultaneous moving sound sources using beamforming and particle filtering.
Robotics Auton. Syst., 2007

Monophonic sound source separation with an unsupervised network of spiking neurones.
Neurocomputing, 2007

2006
Wavelet speech enhancement based on time-scale adaptation.
Speech Commun., 2006

The oscillatory dynamic link matcher for spiking-neuron-based pattern recognition.
Neurocomputing, 2006

Robust 3D Localization and Tracking of Sound Sources Using Beamforming and Particle Filtering.
Proceedings of the 2006 IEEE International Conference on Acoustics Speech and Signal Processing, 2006

Wavelet Based Independent Component Analysis for Multi-Channel Source Separation.
Proceedings of the 2006 IEEE International Conference on Acoustics Speech and Signal Processing, 2006

Cohesive Particle Filtering for Sound Source Localization.
Proceedings of the 2006 IEEE International Conference on Acoustics Speech and Signal Processing, 2006

2005
Source Separation with One Ear: Proposition for an Anthropomorphic Approach.
EURASIP J. Adv. Signal Process., 2005

Towards Neurocomputational Speech and Sound Processing.
Proceedings of the Progress in Nonlinear Speech Processing, 2005

Making a robot recognize three simultaneous sentences in real-time.
Proceedings of the 2005 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2005

Automatic music genre classification using second-order statistical measures for the prescriptive approach.
Proceedings of the INTERSPEECH 2005, 2005

Enhanced Robot Speech Recognition Based on Microphone Array Source Separation and Missing Feature Theory.
Proceedings of the 2005 IEEE International Conference on Robotics and Automation, 2005

2004
Perceptive, Non-linear Speech Processing and Spiking Neural Networks.
Proceedings of the Nonlinear Speech Modeling and Applications, 2004

A Quantitative Evaluation of a Bio-inspired Sound Segregation Technique for Two- and Three-Source Mixtures.
Proceedings of the Nonlinear Speech Modeling and Applications, 2004

Enhanced robot audition based on microphone array source separation with post-filter.
Proceedings of the 2004 IEEE/RSJ International Conference on Intelligent Robots and Systems, Sendai, Japan, September 28, 2004

Localization of Simultaneous Moving Sound Sources for Mobile Robot Using a Frequency- Domain Steered Beamformer Approach.
Proceedings of the 2004 IEEE International Conference on Robotics and Automation, 2004

Microphone array post-filter for separation of simultaneous non-stationary sources.
Proceedings of the 2004 IEEE International Conference on Acoustics, 2004

A bio-inspired sound source separation technique in combination with an enhanced FIR gammatone analysis/synthesis filterbank.
Proceedings of the 2004 12th European Signal Processing Conference, 2004

2003
Double-vowel segregation through temporal correlation: a bio-inspired neural network paradigm.
Proceedings of the ITRW on Non-Linear Speech Processing, 2003

Cochleotopic/AMtopic (CAM) and Cochleotopic/Spectrotopic (CSM) map based sound sourcce separation using relaxatio oscillatory neurons.
Proceedings of the NNSP 2003, 2003

Robust sound source localization using a microphone array on a mobile robot.
Proceedings of the 2003 IEEE/RSJ International Conference on Intelligent Robots and Systems, Las Vegas, Nevada, USA, October 27, 2003

2002
Speech, music and songs discrimination in the context of handsets variability.
Proceedings of the 7th International Conference on Spoken Language Processing, ICSLP2002, 2002

Nonlinear speech processing with oscillatory neural networks for speaker segregation.
Proceedings of the 11th European Signal Processing Conference, 2002

2001
Wavelet speech enhancement based on the Teager energy operator.
IEEE Signal Process. Lett., 2001

Combining pitch and MFCC for speaker identification systems.
Proceedings of the 2001: A Speaker Odyssey, 2001

Towards combining pitch and MFCC for speaker recognition systems.
Proceedings of the EUROSPEECH 2001 Scandinavia, 2001

A new approach for wavelet speech enhancement.
Proceedings of the EUROSPEECH 2001 Scandinavia, 2001

2000
Comparison of MFCC and pitch synchronous AM, FM parameters for speaker identification.
Proceedings of the Sixth International Conference on Spoken Language Processing, 2000

1997
A pitch determination and voiced/unvoiced decision algorithm for noisy speech.
Speech Commun., 1997

A new algorithm for double talk detection and separation in the context of digital mobile radio telephone.
Proceedings of the 1997 IEEE International Conference on Acoustics, 1997

Spatio-Temporal Pattern Recognition with Neural Networks: Application to Speech.
Proceedings of the Artificial Neural Networks, 1997

A Novelty Detector Using a Network of Integrate and Fire Neurons.
Proceedings of the Artificial Neural Networks, 1997

1996
Modeling neurons in the anteroventral cochlear nucleus for amplitude modulation (AM) processing: application to speech sound.
Proceedings of the 4th International Conference on Spoken Language Processing, 1996

1992
A spectro-temporal analysis of speech based on nonlinear operators.
Proceedings of the Second International Conference on Spoken Language Processing, 1992

Conception of speech filters based on a neural network.
Proceedings of the Second International Conference on Spoken Language Processing, 1992

1989
Property extraction for automatic speech recognition.
Pattern Recognit. Lett., 1989

Speaker and mother tongue independent analysis and recognition of some nasals, liquids and fricatives for integration in an automatic speech recognition system.
Proceedings of the First European Conference on Speech Communication and Technology, 1989

1988
A network of actions for automatic speech recognition.
Speech Commun., 1988

1987
Use of Procedural Knowledge for Automatic Speech Recognition.
Proceedings of the 10th International Joint Conference on Artificial Intelligence. Milan, 1987


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