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Jean Rouat
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Publications
- 2023
- [j22]Ahmad El Ferdaoussi, Jean Rouat, Eric Plourde:
Efficiency metrics for auditory neuromorphic spike encoding techniques using information theory. Neuromorph. Comput. Eng. 3(2): 24007 (2023) - [j21]Jérôme Abdelnour, Jean Rouat, Giampiero Salvi:
NAAQA: A Neural Architecture for Acoustic Question Answering. IEEE Trans. Pattern Anal. Mach. Intell. 45(4): 4997-5009 (2023) - [j20]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): 154-163 (2023) - [j19]Louis Commère, Jean Rouat:
Evaluation of Short-Range Depth Sonifications for Visual-to-Auditory Sensory Substitution. IEEE Trans. Hum. Mach. Syst. 53(3): 479-489 (2023) - [c57]Ahmad El Ferdaoussi, Jean Rouat, Eric Plourde:
Optimizing Neuromorphic Spike Encoding of Dynamic Stimulus Signals Using Information Theory. NER 2023: 1-4 - [i36]Louis Commère, Jean Rouat:
Evaluation of short range depth sonifications for visual-to-auditory sensory substitution. CoRR abs/2304.05462 (2023) - [i34]Luca Herranz-Celotti, Jean Rouat:
Stabilizing RNN Gradients through Pre-training. CoRR abs/2308.12075 (2023) - [i33]Ismael Balafrej, Fabien Alibart, Jean Rouat:
Expanding memory in recurrent spiking networks. CoRR abs/2310.19067 (2023) - 2022
- [j18]Mathilde Brousmiche, Jean Rouat, Stéphane Dupont:
Multimodal Attentive Fusion Network for audio-visual event recognition. Inf. Fusion 85: 52-59 (2022) - [j17]Ismael Balafrej, Fabien Alibart, Jean Rouat:
P-CRITICAL: a reservoir autoregulation plasticity rule for neuromorphic hardware. Neuromorph. Comput. Eng. 2(2): 24007 (2022) - [c56]Sidi Yaya Arnaud Yarga, Jean Rouat, Sean U. N. Wood:
Efficient Spike Encoding Algorithms for Neuromorphic Speech Recognition. ICONS 2022: 13:1-13:8 - [d3]Jérôme Abdelnour, Giampiero Salvi, Jean Rouat:
CLEAR: A Dataset for Compositional Language and Elementary Acoustic Reasoning. IEEE DataPort, 2022 - [d2]Simon Brodeur, Simon Carrier, Jean Rouat:
CREATE: Multimodal Dataset for Unsupervised Learning and Generative Modeling of Sensory Data from a Mobile Robot. IEEE DataPort, 2022 - [i32]Luca Herranz-Celotti, Jean Rouat:
Surrogate Gradients Design. CoRR abs/2202.00282 (2022) - [i31]Ahmad El Ferdaoussi, Eric Plourde, Jean Rouat:
Evaluation of Neuromorphic Spike Encoding of Sound Using Information Theory. CoRR abs/2202.09619 (2022) - [i30]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 abs/2203.11022 (2022) - [i29]Jean Rouat, Ramin Pichevar, Stéphane Loiselle:
Perceptive, non-linear Speech Processing and Spiking Neural Networks. CoRR abs/2204.00094 (2022) - [i28]Louis Commère, Jean Rouat:
Sonified distance in sensory substitution does not always improve localization: comparison with a 2D and 3D handheld device. CoRR abs/2204.06063 (2022) - [i27]Sidi Yaya Arnaud Yarga, Jean Rouat, Sean U. N. Wood:
Efficient spike encoding algorithms for neuromorphic speech recognition. CoRR abs/2207.07073 (2022) - 2021
- [c55]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: 29:1-29:8 - [c54]Soufiyan Bahadi, Jean Rouat, Eric Plourde:
Adaptive Approach for Sparse Representations Using the Locally Competitive Algorithm for Audio. MLSP 2021: 1-6 - [i26]Jérôme Abdelnour, Jean Rouat, Giampiero Salvi:
NAAQA: A Neural Architecture for Acoustic Question Answering. CoRR abs/2106.06147 (2021) - [i25]Mathilde Brousmiche, Jean Rouat, Stéphane Dupont:
Multi-level Attention Fusion Network for Audio-visual Event Recognition. CoRR abs/2106.06736 (2021) - [i24]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 abs/2106.11169 (2021) - [i23]Soufiyan Bahadi, Jean Rouat, Eric Plourde:
Adaptive Approach For Sparse Representations Using The Locally Competitive Algorithm For Audio. CoRR abs/2109.14705 (2021) - 2020
- [c53]Mathilde Brousmiche, Jean Rouat, Stéphane Dupont:
SECL-UMons Database for Sound Event Classification and Localization. ICASSP 2020: 756-760 - [c52]Mathilde Brousmiche, Stéphane Dupont, Jean Rouat:
Intra and Inter-modality Interactions for Audio-visual Event Detection. HUMA @ ACM Multimedia 2020: 5-11 - [i22]Luca Celotti, Simon Brodeur, Jean Rouat:
AriEL: volume coding for sentence generation. CoRR abs/2003.13600 (2020) - [i21]Ismael Balafrej, Jean Rouat:
P-CRITICAL: A Reservoir Autoregulation Plasticity Rule for Neuromorphic Hardware. CoRR abs/2009.05593 (2020) - [i20]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 abs/2010.09041 (2020) - [i19]Mathilde Brousmiche, Stéphane Dupont, Jean Rouat:
AVECL-UMONS database for audio-visual event classification and localization. CoRR abs/2011.01018 (2020) - 2019
- [j15]Sean U. N. Wood, Jean Rouat:
Unsupervised Low Latency Speech Enhancement With RT-GCC-NMF. IEEE J. Sel. Top. Signal Process. 13(2): 332-346 (2019) - [c50]Mathilde Brousmiche, Jean Rouat, Stéphane Dupont:
Audio-Visual Fusion And Conditioning With Neural Networks For Event Recognition. MLSP 2019: 1-6 - [i17]Jérôme Abdelnour, Giampiero Salvi, Jean Rouat:
From Visual to Acoustic Question Answering. CoRR abs/1902.11280 (2019) - [i16]Sean U. N. Wood, Jean Rouat:
Unsupervised Low Latency Speech Enhancement with RT-GCC-NMF. CoRR abs/1904.03130 (2019) - [i15]Luca Celotti, Simon Brodeur, Jean Rouat:
Language coverage and generalization in RNN-based continuous sentence embeddings for interacting agents. CoRR abs/1911.02002 (2019) - 2018
- [c49]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 - [d1]Zakaria Belgoum, Jérôme Abdelnour, Simon Brodeur, Jean Rouat:
Audio dataset for Household Multimodal Environment (HoME). IEEE DataPort, 2018 - [i14]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 abs/1801.10214 (2018) - [i13]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 abs/1804.10322 (2018) - [i12]Jérôme Abdelnour, Giampiero Salvi, Jean Rouat:
CLEAR: A Dataset for Compositional Language and Elementary Acoustic Reasoning. CoRR abs/1811.10561 (2018) - 2017
- [j14]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): 745-755 (2017) - [j13]Yousof Erfani, Ramin Pichevar, Jean Rouat:
Audio Watermarking Using Spikegram and a Two-Dictionary Approach. IEEE Trans. Inf. Forensics Secur. 12(4): 840-852 (2017) - [c48]Simon Brodeur, Jean Rouat:
Optimality of inference in hierarchical coding for distributed object-based representations. CWIT 2017: 1-5 - [c47]Sean U. N. Wood, Jean Rouat:
Real-Time Speech Enhancement with GCC-NMF: Demonstration on the Raspberry Pi and NVIDIA Jetson. INTERSPEECH 2017: 2048-2049 - [c46]Sean U. N. Wood, Jean Rouat:
Real-Time Speech Enhancement with GCC-NMF. INTERSPEECH 2017: 2665-2669 - [i11]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 abs/1711.11017 (2017) - 2016
- [j12]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): 875-889 (2016) - [c45]Sean U. N. Wood, Jean Rouat:
Blind Speech Separation with GCC-NMF. INTERSPEECH 2016: 3329-3333 - [i10]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 abs/1602.06442 (2016) - [i9]Jean-Marc Valin, François Michaud, Jean Rouat:
Robust Localization and Tracking of Simultaneous Moving Sound Sources Using Beamforming and Particle Filtering. CoRR abs/1602.08139 (2016) - [i8]Jean-Marc Valin, François Michaud, Jean Rouat, Dominic Létourneau:
Robust Sound Source Localization Using a Microphone Array on a Mobile Robot. CoRR abs/1602.08213 (2016) - [i7]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 abs/1602.08629 (2016) - [i6]Jean-Marc Valin, Jean Rouat, François Michaud:
Enhanced Robot Audition Based on Microphone Array Source Separation with Post-Filter. CoRR abs/1603.02341 (2016) - [i5]Jean-Marc Valin, Jean Rouat, François Michaud:
Microphone array post-filter for separation of simultaneous non-stationary sources. CoRR abs/1603.03215 (2016) - [i4]Jean-Marc Valin, François Michaud, Jean Rouat:
Robust 3D Localization and Tracking of Sound Sources Using Beamforming and Particle Filtering. CoRR abs/1604.01642 (2016) - 2015
- [c44]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: 5146-5150 - 2013
- [c41]Yousof Erfani, Ramin Pichevar, Jean Rouat:
Audio tampering localization using modified iss watermarking in sparse-domain. GlobalSIP 2013: 249-252 - [c40]Simon Brodeur, Jean Rouat:
Robust Hierarchical and Sparse Representation of Natural Sounds in High-Dimensional Space. NOLISP 2013: 152-159 - [i1]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 abs/1311.5924 (2013) - 2012
- [c39]Simon Brodeur, Jean Rouat:
Regulation toward Self-organized Criticality in a Recurrent Spiking Neural Reservoir. ICANN (1) 2012: 547-554 - [c37]Sanaz Seyedin, Ramin Pichevar, Jean Rouat:
Discriminative sparse-based feature extraction and dictionary learning for sound classification applications. ISSPA 2012: 1330-1335 - 2011
- [c36]Jean Rouat, Stéphane Loiselle, Stephane Molotchnikoff:
Variable frame rate hierarchical analysis for robust speech recognition. IROS 2011: 518-523 - 2008
- [c32]Ramin Pichevar, Jean Rouat:
Non-negative sparse image coder via simulated annealing and pseudo-inversion. ICASSP 2008: 1957-1960 - 2007
- [j10]Ramin Pichevar, Jean Rouat:
Monophonic sound source separation with an unsupervised network of spiking neurones. Neurocomputing 71(1-3): 109-120 (2007) - [j9]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): 216-228 (2007) - [j8]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): 742-752 (2007) - 2006
- [j7]Ramin Pichevar, Jean Rouat, Le Tan Thanh Tai:
The oscillatory dynamic link matcher for spiking-neuron-based pattern recognition. Neurocomputing 69(16-18): 1837-1849 (2006) - [c31]Rachid Moussaoui, Jean Rouat, Roch Lefebvre:
Wavelet Based Independent Component Analysis for Multi-Channel Source Separation. ICASSP (5) 2006: 645-648 - [c29]Jean-Marc Valin, François Michaud, Jean Rouat:
Robust 3D Localization and Tracking of Sound Sources Using Beamforming and Particle Filtering. ICASSP (4) 2006: 841-844 - 2005
- [j5]Jean Rouat, Ramin Pichevar:
Source Separation with One Ear: Proposition for an Anthropomorphic Approach. EURASIP J. Adv. Signal Process. 2005(9): 1365-1373 (2005) - [c28]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: 1477-1482 - [c26]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: 4040-4045 - [c25]Jean Rouat, Stéphane Loiselle, Ramin Pichevar:
Towards Neurocomputational Speech and Sound Processing. WNSP 2005: 58-77 - 2004
- [c24]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: 2063-2066 - [c23]Jean-Marc Valin, Jean Rouat, François Michaud:
Microphone array post-filter for separation of simultaneous non-stationary sources. ICASSP (1) 2004: 221-224 - [c22]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: 1033-1038 - [c21]Jean-Marc Valin, Jean Rouat, François Michaud:
Enhanced robot audition based on microphone array source separation with post-filter. IROS 2004: 2123-2128 - [c20]Jean Rouat, Ramin Pichevar, Stéphane Loiselle:
Perceptive, Non-linear Speech Processing and Spiking Neural Networks. Summer School on Neural Networks 2004: 317-337 - [c19]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: 392-396 - 2003
- [c18]Jean-Marc Valin, François Michaud, Jean Rouat, Dominic Létourneau:
Robust sound source localization using a microphone array on a mobile robot. IROS 2003: 1228-1233 - [c17]Ramin Pichevar, Jean Rouat:
Cochleotopic/AMtopic (CAM) and Cochleotopic/Spectrotopic (CSM) map based sound sourcce separation using relaxatio oscillatory neurons. NNSP 2003: 657-666 - [c16]Ramin Pichevar, Jean Rouat:
Double-vowel segregation through temporal correlation: a bio-inspired neural network paradigm. NOLISP 2003: 6 - 2002
- [c15]Jean Rouat, Ramin Pichevar:
Nonlinear speech processing with oscillatory neural networks for speaker segregation. EUSIPCO 2002: 1-4 - 1989
- [j2]Régis Cardin, Renato de Mori, Jean Rouat:
Property extraction for automatic speech recognition. Pattern Recognit. Lett. 10(2): 127-137 (1989) - [c2]Jean Rouat, Renato de Mori, Jean-Pierre Adoul:
Speaker and mother tongue independent analysis and recognition of some nasals, liquids and fricatives for integration in an automatic speech recognition system. EUROSPEECH 1989: 2240-2243 - 1988
- [j1]Renato De Mori, Régis Cardin, Ettore Merlo, Mathew Palakal, Jean Rouat:
A network of actions for automatic speech recognition. Speech Commun. 7(4): 337-353 (1988) - 1987
- [c1]Renato de Mori, Ettore Merlo, Mathew J. Palakal, Jean Rouat:
Use of Procedural Knowledge for Automatic Speech Recognition. IJCAI 1987: 840-843
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