Martin Bouchard

100 papers A 2B 6C 2Misc 5Journal 35Unranked 50

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	LMU-Based Sequential Learning and Posterior Ensemble Fusion for Cross-Domain Infant Cry Classification. CoRR Niloofar Jazaeri, Hilmi R. Dajani, Marco Janeczek, Martin Bouchard
2025	B	`conf`	Dynamic Task Allocation in Healthcare Edge Computing Leveraging Multi-Objective Deep Q-Learning. GLOBECOM Huaiyu Chen, Martin Bouchard, Abdellah Chehri
2025	J	`jnl`	Multi-Speaker DOA Estimation in Binaural Hearing Aids using Deep Learning and Speaker Count Fusion. CoRR Farnaz Jazaeri, Homayoun Kamkar-Parsi, François Grondin, Martin Bouchard
2025	J	`jnl`	mRadNet: A Compact Radar Object Detector with MetaFormer. CoRR Huaiyu Chen, Fahed Al Hassanat, Robert Laganière, Martin Bouchard
2024	C	`conf`	Current-Steering DAC Architecture Design for Amplitude Mismatch Error Minimization. ISCAS Ramin Babaee, Shahab Oveis Gharan, Martin Bouchard
2024	B	`conf`	Joint Precoding and Probabilistic Constellation Shaping using Arithmetic Distribution Matching. GLOBECOM Ramin Babaee, Shahab Oveis Gharan, Martin Bouchard
2023	J	`jnl`	Characterization of Moving Sound Sources Direction-of-Arrival Estimation Using Different Deep Learning Architectures. IEEE Trans. Instrum. Meas. Jana Rusrus, Shervin Shirmohammadi, Martin Bouchard
2023	B	`conf`	Machine Learning Based Listener Classification and Authentication Using Frequency Following Responses to English Vowels for Biometric Applications. SAS Bijan Borzou, Martin Bouchard, Hilmi R. Dajani
2023	—	`conf`	Sleep-Wake and Body Position Classification with Deep Learning using Pressure Sensor Mat Measurements. MeMeA Geoffrey C. Green, Martin Bouchard, Rafik Goubran, Rébecca Robillard, Caitlin Higginson, Elliott Lee, Frank Knoefel
2023	—	`conf`	T-FFTRadNet: Object Detection with Swin Vision Transformers from Raw ADC Radar Signals. ICCV (Workshops) James Giroux, Martin Bouchard, Robert Laganière
2023	J	`jnl`	T-FFTRadNet: Object Detection with Swin Vision Transformers from Raw ADC Radar Signals. CoRR James Giroux, Martin Bouchard, Robert Laganière
2022	—	`conf`	Beamformer-based Multi-source Acoustic DOA Detection System for Hearing Aids. I2MTC Hala As'ad, Martin Bouchard, Homayoun Kamkar-Parsi
2022	—	`conf`	Biometric Classification of Frequency Following Responses to English Vowels. I2MTC Rui Sun, Martin Bouchard, Hilmi R. Dajani
2022	—	`conf`	CNN-Based Audio Recognition in Open-set Domain. CONF-SPML Hitham Jleed, Martin Bouchard
2022	—	`conf`	Direction of Arrival Estimation of Moving Sound Sources using Deep Learning. I2MTC Jana Rusrus, Martin Bouchard, Shervin Shirmohammadi
2020	—	`conf`	A Deep Neural Network for Counting Vessels in Sonar Signals. Canadian AI Hamed H. Aghdam, Martin Bouchard, Robert Laganière, Emil M. Petriu, Philip Wort
2020	—	`conf`	Cloud Processing of Bed Pressure Sensor Data to Detect Sleep Apnea Events. MeMeA Hilda Azimi, Haoyang Liu, Martin Bilodeau, Bruce Wallace, Martin Bouchard, Rafik Goubran, Frank Knoefel
2020	J	`jnl`	Machine Learning-Based Automatic Detection of Central Sleep Apnea Events From a Pressure Sensitive Mat. IEEE Access Hilda Azimi, Pengcheng Xi, Martin Bouchard, Rafik Goubran, Frank Knoefel
2020	J	`jnl`	Open Set Audio Recognition for Multi-Class Classification With Rejection. IEEE Access Hitham Jleed, Martin Bouchard
2020	J	`jnl`	Unobtrusive Screening of Central Sleep Apnea From Pressure Sensors Measurements: A Patient-Specific Longitudinal Study. IEEE Trans. Instrum. Meas. Hilda Azimi, Martin Bouchard, Rafik Goubran, Frank Knoefel
2019	J	`jnl`	A Robust Target Linearly Constrained Minimum Variance Beamformer With Spatial Cues Preservation for Binaural Hearing Aids. IEEE ACM Trans. Audio Speech Lang. Process. Hala As'ad, Martin Bouchard, Homayoun Kamkar-Parsi
2019	—	`conf`	Apnea Event Detection Methodology using Pressure Sensors. MeMeA Hilda Azimi, Martin Bouchard, Rafik A. Goubran, Frank Knoefel
2019	J	`jnl`	Beamforming Designs Robust to Propagation Model Estimation Errors for Binaural Hearing Aids. IEEE Access Hala As'ad, Martin Bouchard, Homayoun Kamkar-Parsi
2019	—	`conf`	Robust Minimum Variance Distortionless Response Beamformer based on Target Activity Detection in Binaural Hearing Aid Applications. GlobalSIP Hala As'ad, Martin Bouchard, Homayoun Kamkar-Parsi
2018	J	`jnl`	A Robust Binaural Linearly Constrained Minimum Variance with Spatial Cues Preservation for Hearing Aids Beamforming. CoRR Hala As'ad, Martin Bouchard, A. Homayoun Kamkar-Parsi
2018	—	`conf`	Adaptive Differential Microphone Array with Distortionless Response at Arbitrary Directions for Hearing Aid Applications. GlobalSIP Hala As'ad, Martin Bouchard, A. Homayoun Kamkar-Parsi
2018	B	`conf`	Automatic apnea-hypopnea events detection using an alternative sensor. SAS Hilda Azimi, Sareh Soleimani Gilakjani, Martin Bouchard, Rafik A. Goubran, Frank Knoefel
2018	B	`conf`	Improved sensor selection method during movement for breathing rate estimation with unobtrusive pressure sensor arrays. SAS Sareh Soleimani Gilakjani, Hilda Azimi, Martin Bouchard, Rafik A. Goubran, Frank Knoefel
2018	—	`conf`	Long-Term Sleep Assessment by Unobtrusive Pressure Sensor Arrays. ICBSP Sareh Soleimani Gilakjani, Martin Bouchard, Rafik A. Goubran, Frank Knoefel
2017	—	`conf`	Acoustic environment classification using discrete hartley transform features. CCECE Hitham Jleed, Martin Bouchard
2017	—	`conf`	Binaural beamforming with spatial cues preservation for hearing aids in real-life complex acoustic environments. APSIPA Hala As'ad, Martin Bouchard, A. Homayoun Kamkar-Parsi
2017	—	`conf`	Breathing signal combining for respiration rate estimation in smart beds. MeMeA Hilda Azimi, Sareh Soleimani Gilakjani, Martin Bouchard, Stephanie L. Bennett, Rafik A. Goubran, Frank Knoefel
2017	—	`conf`	Movement detection with adaptive window length for unobtrusive bed-based pressure-sensor array. MeMeA Sareh Soleimani Gilakjani, Stephanie L. Bennett, Rafik A. Goubran, Hilda Azimi, Martin Bouchard, Frank Knoefel
2017	—	`conf`	Performance evaluation of mixtures of PLDA and conventional PLDA for a small-set speaker verification system. CCECE Qianhui Wan, Martin Bouchard
2016	—	`conf`	Perceptually motivated binaural beamforming with cues preservation for hearing aids. CCECE Hala As'ad, Martin Bouchard, A. Homayoun Kamkar-Parsi
2014	J	`jnl`	Musical-noise-free blind speech extraction integrating microphone array and iterative spectral subtraction. Signal Process. Ryoichi Miyazaki, Hiroshi Saruwatari, Satoshi Nakamura, Kiyohiro Shikano, Kazunobu Kondo, Jonathan Blanchette, Martin Bouchard
2014	—	`conf`	Short-time multichannel noise correlation matrix estimators for acoustic signals. HSCMA Jonathan Blanchette, Martin Bouchard
2013	J	`jnl`	Design of multichannel frequency domain statistical-based enhancement systems preserving spatial cues via spectral distances minimization. Signal Process. Frédéric Mustière, Martin Bouchard, Hossein Najaf-Zadeh, Ramin Pichevar, Louis Thibault, Hiroshi Saruwatari
2013	Misc	`conf`	Least-squares Distortionless Response Beamformer in far-field environments with spatial cues preservation. ICASSP Frédéric Mustière, Martin Bouchard
2013	—	`conf`	Toward musical-noise-free blind speech extraction: Concept and its applications. APSIPA Ryoichi Miyazaki, Hiroshi Saruwatari, Satoshi Nakamura, Kiyohiro Shikano, Kazunobu Kondo, Jonathan Blanchette, Martin Bouchard
2012	J	`jnl`	All-Pole Modeling of Discrete Spectral Powers: A Unified Approach. IEEE Trans. Speech Audio Process. Frédéric Mustière, Martin Bouchard, Miodrag Bolic
2012	—	`conf`	Graph theory for the discovery of non-parametric audio objects. ISSPA Christopher Srinivasa, Martin Bouchard, Ramin Pichevar, Hossein Najaf-Zadeh
2012	—	`conf`	Integration of auditory masks into a Locally Competitive Algorithm for sparse representations of audio signals. ISSPA Christopher Srinivasa, Ramin Pichevar, Hossein Najaf-Zadeh, Martin Bouchard
2012	—	`conf`	Sound-localization-preserved binaural MMSE STSA estimator with explicit and implicit binaural cues. EUSIPCO Hiroshi Saruwatari, Ryo Wakisaka, Kiyohiro Shikano, Frédéric Mustière, Louis Thibault, Hossein Najaf-Zadeh, Martin Bouchard
2011	J	`jnl`	Instantaneous Binaural Target PSD Estimation for Hearing Aid Noise Reduction in Complex Acoustic Environments. IEEE Trans. Instrum. Meas. A. Homayoun Kamkar-Parsi, Martin Bouchard
2010	—	`conf`	Bandwidth extension for speech enhancement. CCECE Frédéric Mustière, Martin Bouchard, Miodrag Bolic
2010	—	`conf`	Efficient SNR-based subband post-processing for residual noise reduction in speech enhancement algorithms. EUSIPCO Frédéric Mustière, Martin Bouchard, Miodrag Bolic
2010	—	`conf`	Real-world particle filtering-based speech enhancement. CIP Frédéric Mustière, Miodrag Bolic, Martin Bouchard
2010	—	`conf`	Sparse audio coding via targeted dithering and combinatorial decoding. EUSIPCO Frédéric Mustière, Hossein Najaf-Zadeh, Ramin Pichevar, Hassan Lahdili, Louis Thibault, Martin Bouchard
2009	J	`jnl`	Improved Noise Power Spectrum Density Estimation for Binaural Hearing Aids Operating in a Diffuse Noise Field Environment. IEEE Trans. Speech Audio Process. A. Homayoun Kamkar-Parsi, Martin Bouchard
2009	J	`jnl`	Speech Enhancement Based on Nonlinear Models Using Particle Filters. IEEE Trans. Neural Networks Frédéric Mustière, Miodrag Bolic, Martin Bouchard
2009	—	`conf`	VIVA lab - University of Ottawa at TRECVID 2009 Content Based Copy Detection. TRECVID Gerhard Roth, Robert Laganière, Martin Bouchard, Ilias Lakhmiri, Tarik Janati
2008	J	`jnl`	Feature Enhancement for Noisy Speech Recognition With a Time-Variant Linear Predictive HMM Structure. IEEE Trans. Speech Audio Process. Jianping Deng, Martin Bouchard, Tet Hin Yeap
2008	J	`jnl`	Low-cost modifications of Rao-Blackwellized particle filters for improved speech denoising. Signal Process. Frédéric Mustière, Martin Bouchard, Miodrag Bolic
2008	Misc	`conf`	Reduced-complexity proportionate nlms employing block-based selective coefficient updates. ICASSP James D. Gordy, Tyseer Aboulnasr, Martin Bouchard
2007	—	`conf`	An Exact Relaxed Fast Affine Projection Algorithm for Multichannel Active Noise Control. DSP Martin Bouchard, Heping Ding
2007	J	`jnl`	Noisy Speech Feature Estimation on the Aurora2 Database using a Switching Linear Dynamic Model. J. Multim. Jianping Deng, Martin Bouchard, Tet Hin Yeap
2007	J	`jnl`	Pseudo-Affine Projection Algorithms for Multichannel Active Noise Control. IEEE Trans. Speech Audio Process. Felix Albu, Martin Bouchard, Yuriy V. Zakharov
2007	—	`conf`	Quality Assessment of Speech Enhanced using Particle Filters. ICASSP (3) Frédéric Mustière, Martin Bouchard, Miodrag Bolic
2006	—	`conf`	A Modified Rao-Blackwellised Particle Filter. ICASSP (3) Frédéric Mustière, Miodrag Bolic, Martin Bouchard
2006	—	`conf`	A New Diagonal Hessian Algorithm for Blind Signal Separation. ICASSP (5) Maha Elsabrouty, Tyseer Aboulnasr, Martin Bouchard
2006	—	`conf`	A double-talk detection algorithm using a psychoacoustic auditory model. EUSIPCO Thien-An Vu, Heping Ding, Martin Bouchard
2006	—	`conf`	Evaluation of Features and Normalization Techniques for Signature Verification Using Dynamic Timewarping. ICASSP (3) David K. Fenton, Martin Bouchard, Tet Hin Yeap
2006	J	`jnl`	Improvement of the convergence speed and the tracking ability of the fast Newton type adaptive filtering (FNTF) algorithm. Signal Process. Mohamed Djendi, Martin Bouchard, Abderrezak Guessoum, Ahmed Benallal, Daoud Berkani
2006	J	`jnl`	Linear Dynamic Models With Mixture of Experts Architecture for Recognition of Speech Under Additive Noise Conditions. IEEE Signal Process. Lett. Jianping Deng, Martin Bouchard, Tet Hin Yeap
2006	—	`conf`	Performance of an Orthogonal Diversity Combining Detector for Spread-Spectrum Signals. CCECE Susan Watson, Jean-Yves Chouinard, Martin Bouchard
2006	—	`conf`	Rao-Blackwellised Particle Filters: Examples of Applications. CCECE Frédéric Mustière, Miodrag Bolic, Martin Bouchard
2006	—	`conf`	Speech Feature Estimation Under the Presence of Noise with a Switching Linear Dynamic Model. ICASSP (1) Jianping Deng, Martin Bouchard, Tet Hin Yeap
2006	J	`jnl`	Speech enhancement using a masking threshold constrained Kalman filter and its heuristic implementations. IEEE Trans. Speech Audio Process. Ning Ma, Martin Bouchard, Rafik A. Goubran
2005	—	`conf`	A Wavelet Kalman Filter with Perceptual Masking for Speech Enhancement in Colored Noise. ICASSP (1) Ning Ma, Martin Bouchard, Rafik A. Goubran
2005	—	`conf`	A multi-criteria model for robust foreground extraction. VSSN@MM A. Homayoun Kamkar-Parsi, Robert Laganière, Martin Bouchard
2005	J	`jnl`	A wideband crosstalk canceller for xDSL using common-mode information. IEEE Trans. Commun. A. Homayoun Kamkar-Parsi, Martin Bouchard, Gilles Bessens, Tet Hin Yeap
2005	—	`conf`	Adaptive filtering-based iterative channel estimation for MIMO wireless communications. ISCAS (5) Jongsoo Choi, Tet Hin Yeap, Martin Bouchard
2005	A	`conf`	Comb filter decomposition for robust ASR. INTERSPEECH Lech Szymanski, Martin Bouchard
2005	J	`jnl`	Decision feedback recurrent neural equalization with fast convergence rate. IEEE Trans. Neural Networks Jongsoo Choi, Martin Bouchard, Tet Hin Yeap
2005	A	`conf`	Noise compensation using interacting multiple kalman filters. INTERSPEECH Jianping Deng, Martin Bouchard, Tet Hin Yeap
2005	J	`jnl`	Online State-Space Modeling Using Recurrent Multilayer Perceptrons with Unscented Kalman Filter. Neural Process. Lett. Jongsoo Choi, Tet Hin Yeap, Martin Bouchard
2005	B	`conf`	Recurrent neural equalization for communication channels in impulsive noise environments. IJCNN Jongsoo Choi, Martin Bouchard, Tet Hin Yeap
2005	—	`conf`	Speech Enhancement Using a Switching Kalman Filter with a Perceptual Post-Filter. ICASSP (1) Jianping Deng, Martin Bouchard, Tet Hin Yeap
2004	—	`conf`	A low-cost and fast convergence Gauss-Seidel pseudo affine projection algorithm for multichannel active noise control. ICASSP (4) Felix Albu, Martin Bouchard
2004	—	`conf`	Comparative study of new versions of the Newton type adaptive filtering algorithm. ICASSP (2) Mohamed Djendi, Mohamed Rahim, Abderrezak Guessoum, Martin Bouchard, Daoud Berkani
2004	—	`conf`	Nonlinear state-space modeling using recurrent multilayer perceptrons with unscented Kalman filter. SMC (4) Jongsoo Choi, Tet Hin Yeap, Martin Bouchard
2004	—	`conf`	Perceptual Kalman filtering for speech enhancement in colored noise. ICASSP (1) Ning Ma, Martin Bouchard, Rafik A. Goubran
2004	J	`jnl`	Receiver-based packet loss concealment for pulse code modulation (PCM G.711) coder. Signal Process. Maha Elsabrouty, Martin Bouchard, Tyseer Aboulnasr
2004	—	`conf`	Wideband crosstalk interference cancelling on xDSL using adaptive signal processing and common mode signal. ICASSP (4) A. Homayoun Kamkar-Parsi, Gilles Bessens, Martin Bouchard, Tet Hin Yeap
2003	—	`conf`	A new hybrid long-term and short-term prediction algorithm for packet loss erasure over IP-networks. ISSPA (1) Maha Elsabrouty, Martin Bouchard, Tyseer Aboulnasr
2003	—	`conf`	A perceptual kalman filtering-based approach for speech enhancement. ISSPA (1) Ning Ma, Martin Bouchard, Rafik A. Goubran
2003	J	`jnl`	Computational load reduction of fast convergence algorithms for multichannel active noise control. Signal Process. Martin Bouchard, Scott Norcross
2003	—	`conf`	Efficient classification of noisy speech using neural networks. ISSPA (1) Cathy Shao, Martin Bouchard
2003	J	`jnl`	Multichannel affine and fast affine projection algorithms for active noise control and acoustic equalization systems. IEEE Trans. Speech Audio Process. Martin Bouchard
2003	—	`conf`	The multichannel Gauss-Seidel fast affine projection algorithm for active noise control. ISSPA (2) Martin Bouchard, Felix Albu
2002	Misc	`conf`	Multichannel fast affine projection algorithm for active noise Control. ICASSP Martin Bouchard
2002	J	`jnl`	Numerically stable fast convergence least-squares algorithms for multichannel active sound cancellation systems and sound deconvolution systems. Signal Process. Martin Bouchard
2001	C	`conf`	Faster Convergence and Improved Performance in Least-Squares Training of Neural Networks for Active Sound Cancellation. ICANN Martin Bouchard
2001	J	`jnl`	Inverse structure for active noise control and combined active noise control/sound reproduction systems. IEEE Trans. Speech Audio Process. Martin Bouchard, Feng Yu
2001	J	`jnl`	New recursive-least-squares algorithms for nonlinear active control of sound and vibration using neural networks. IEEE Trans. Neural Networks Martin Bouchard
2001	Misc	`conf`	Recursive least-squares algorithms with good numerical stability for multichannel active noise control. ICASSP Feng Yu, Martin Bouchard
2000	Misc	`conf`	Multichannel active noise control algorithms using inverse filters. ICASSP Feng Yu, Martin Bouchard
2000	J	`jnl`	Multichannel recursive-least-square algorithms and fast-transversal-filter algorithms for active noise control and sound reproduction systems. IEEE Trans. Speech Audio Process. Martin Bouchard, Stephan Quednau
1999	J	`jnl`	Improved training of neural networks for the nonlinear active control of sound and vibration. IEEE Trans. Neural Networks Martin Bouchard, B. Paillard, Chon Tan Le Dinh