Improved training of neural networks for the nonlinear active control of sound and vibration. - Martin Bouchard 001; B. Paillard; Chon Tan Le Dinh (IEEE Trans. Neural Networks, 1999)

Multichannel active noise control algorithms using inverse filters. - Feng Yu 020; Martin Bouchard 001 (ICASSP, 2000)

Multichannel recursive-least-square algorithms and fast-transversal-filter algorithms for active noise control and sound reproduction systems. - Martin Bouchard 001; Stephan Quednau (IEEE Trans. Speech Audio Process., 2000)

Faster Convergence and Improved Performance in Least-Squares Training of Neural Networks for Active Sound Cancellation. - Martin Bouchard 001 (ICANN, 2001)

Recursive least-squares algorithms with good numerical stability for multichannel active noise control. - Feng Yu 020; Martin Bouchard 001 (ICASSP, 2001)

Inverse structure for active noise control and combined active noise control/sound reproduction systems. - Martin Bouchard 001; Feng Yu 020 (IEEE Trans. Speech Audio Process., 2001)

New recursive-least-squares algorithms for nonlinear active control of sound and vibration using neural networks. - Martin Bouchard 001 (IEEE Trans. Neural Networks, 2001)

Multichannel fast affine projection algorithm for active noise Control. - Martin Bouchard 001 (ICASSP, 2002)

Numerically stable fast convergence least-squares algorithms for multichannel active sound cancellation systems and sound deconvolution systems. - Martin Bouchard 001 (Signal Process., 2002)

The multichannel Gauss-Seidel fast affine projection algorithm for active noise control. - Martin Bouchard 001; Felix Albu (ISSPA (2), 2003)

A new hybrid long-term and short-term prediction algorithm for packet loss erasure over IP-networks. - Maha Elsabrouty; Martin Bouchard 001; Tyseer Aboulnasr (ISSPA (1), 2003)

A perceptual kalman filtering-based approach for speech enhancement. - Ning Ma; Martin Bouchard 001; Rafik A. Goubran (ISSPA (1), 2003)

Efficient classification of noisy speech using neural networks. - Cathy Shao; Martin Bouchard 001 (ISSPA (1), 2003)

Computational load reduction of fast convergence algorithms for multichannel active noise control. - Martin Bouchard 001; Scott Norcross (Signal Process., 2003)

Multichannel affine and fast affine projection algorithms for active noise control and acoustic equalization systems. - Martin Bouchard 001 (IEEE Trans. Speech Audio Process., 2003)

A low-cost and fast convergence Gauss-Seidel pseudo affine projection algorithm for multichannel active noise control. - Felix Albu; Martin Bouchard 001 (ICASSP (4), 2004)

Comparative study of new versions of the Newton type adaptive filtering algorithm. - Mohamed Djendi; Mohamed Rahim; Abderrezak Guessoum; Martin Bouchard 001; Daoud Berkani (ICASSP (2), 2004)

Wideband crosstalk interference cancelling on xDSL using adaptive signal processing and common mode signal. - A. Homayoun Kamkar-Parsi; Gilles Bessens; Martin Bouchard 001; Tet Hin Yeap (ICASSP (4), 2004)

Perceptual Kalman filtering for speech enhancement in colored noise. - Ning Ma; Martin Bouchard 001; Rafik A. Goubran (ICASSP (1), 2004)

Nonlinear state-space modeling using recurrent multilayer perceptrons with unscented Kalman filter. - Jongsoo Choi; Tet Hin Yeap; Martin Bouchard 001 (SMC (4), 2004)

Receiver-based packet loss concealment for pulse code modulation (PCM G.711) coder. - Maha Elsabrouty; Martin Bouchard 001; Tyseer Aboulnasr (Signal Process., 2004)

Speech Enhancement Using a Switching Kalman Filter with a Perceptual Post-Filter. - Jianping Deng; Martin Bouchard 001; Tet Hin Yeap (ICASSP (1), 2005)

A Wavelet Kalman Filter with Perceptual Masking for Speech Enhancement in Colored Noise. - Ning Ma; Martin Bouchard 001; Rafik A. Goubran (ICASSP (1), 2005)

Recurrent neural equalization for communication channels in impulsive noise environments. - Jongsoo Choi; Martin Bouchard 001; Tet Hin Yeap (IJCNN, 2005)

Noise compensation using interacting multiple kalman filters. - Jianping Deng; Martin Bouchard 001; Tet Hin Yeap (INTERSPEECH, 2005)

Comb filter decomposition for robust ASR. - Lech Szymanski; Martin Bouchard 001 (INTERSPEECH, 2005)

Adaptive filtering-based iterative channel estimation for MIMO wireless communications. - Jongsoo Choi; Tet Hin Yeap; Martin Bouchard 001 (ISCAS (5), 2005)

A multi-criteria model for robust foreground extraction. - A. Homayoun Kamkar-Parsi; Robert Laganière; Martin Bouchard 001 (VSSN@MM, 2005)

Online State-Space Modeling Using Recurrent Multilayer Perceptrons with Unscented Kalman Filter. - Jongsoo Choi; Tet Hin Yeap; Martin Bouchard 001 (Neural Process. Lett., 2005)

A wideband crosstalk canceller for xDSL using common-mode information. - A. Homayoun Kamkar-Parsi; Martin Bouchard 001; Gilles Bessens; Tet Hin Yeap (IEEE Trans. Commun., 2005)

Decision feedback recurrent neural equalization with fast convergence rate. - Jongsoo Choi; Martin Bouchard 001; Tet Hin Yeap (IEEE Trans. Neural Networks, 2005)

Rao-Blackwellised Particle Filters: Examples of Applications. - Frédéric Mustière; Miodrag Bolic; Martin Bouchard 001 (CCECE, 2006)

Performance of an Orthogonal Diversity Combining Detector for Spread-Spectrum Signals. - Susan Watson; Jean-Yves Chouinard; Martin Bouchard 001 (CCECE, 2006)

A double-talk detection algorithm using a psychoacoustic auditory model. - Thien-An Vu; Heping Ding; Martin Bouchard 001 (EUSIPCO, 2006)

Speech Feature Estimation Under the Presence of Noise with a Switching Linear Dynamic Model. - Jianping Deng; Martin Bouchard 001; Tet Hin Yeap (ICASSP (1), 2006)

A New Diagonal Hessian Algorithm for Blind Signal Separation. - Maha Elsabrouty; Tyseer Aboulnasr; Martin Bouchard 001 (ICASSP (5), 2006)

Evaluation of Features and Normalization Techniques for Signature Verification Using Dynamic Timewarping. - David K. Fenton; Martin Bouchard 001; Tet Hin Yeap (ICASSP (3), 2006)

A Modified Rao-Blackwellised Particle Filter. - Frédéric Mustière; Miodrag Bolic; Martin Bouchard 001 (ICASSP (3), 2006)

Improvement of the convergence speed and the tracking ability of the fast Newton type adaptive filtering (FNTF) algorithm. - Mohamed Djendi; Martin Bouchard 001; Abderrezak Guessoum; Ahmed Benallal; Daoud Berkani (Signal Process., 2006)

Linear Dynamic Models With Mixture of Experts Architecture for Recognition of Speech Under Additive Noise Conditions. - Jianping Deng; Martin Bouchard 001; Tet Hin Yeap (IEEE Signal Process. Lett., 2006)

Speech enhancement using a masking threshold constrained Kalman filter and its heuristic implementations. - Ning Ma; Martin Bouchard 001; Rafik A. Goubran (IEEE Trans. Speech Audio Process., 2006)

Quality Assessment of Speech Enhanced using Particle Filters. - Frédéric Mustière; Martin Bouchard 001; Miodrag Bolic (ICASSP (3), 2007)

An Exact Relaxed Fast Affine Projection Algorithm for Multichannel Active Noise Control. - Martin Bouchard 001; Heping Ding (DSP, 2007)

Noisy Speech Feature Estimation on the Aurora2 Database using a Switching Linear Dynamic Model. - Jianping Deng; Martin Bouchard 001; Tet Hin Yeap (J. Multim., 2007)

Pseudo-Affine Projection Algorithms for Multichannel Active Noise Control. - Felix Albu; Martin Bouchard 001; Yuriy V. Zakharov (IEEE Trans. Speech Audio Process., 2007)

Reduced-complexity proportionate nlms employing block-based selective coefficient updates. - James D. Gordy; Tyseer Aboulnasr; Martin Bouchard 001 (ICASSP, 2008)

Low-cost modifications of Rao-Blackwellized particle filters for improved speech denoising. - Frédéric Mustière; Martin Bouchard 001; Miodrag Bolic (Signal Process., 2008)

Feature Enhancement for Noisy Speech Recognition With a Time-Variant Linear Predictive HMM Structure. - Jianping Deng; Martin Bouchard 001; Tet Hin Yeap (IEEE Trans. Speech Audio Process., 2008)

VIVA lab - University of Ottawa at TRECVID 2009 Content Based Copy Detection. - Gerhard Roth; Robert Laganière; Martin Bouchard 001; Ilias Lakhmiri; Tarik Janati (TRECVID, 2009)

Improved Noise Power Spectrum Density Estimation for Binaural Hearing Aids Operating in a Diffuse Noise Field Environment. - A. Homayoun Kamkar-Parsi; Martin Bouchard 001 (IEEE Trans. Speech Audio Process., 2009)

Speech Enhancement Based on Nonlinear Models Using Particle Filters. - Frédéric Mustière; Miodrag Bolic; Martin Bouchard 001 (IEEE Trans. Neural Networks, 2009)

Bandwidth extension for speech enhancement. - Frédéric Mustière; Martin Bouchard 001; Miodrag Bolic (CCECE, 2010)

Real-world particle filtering-based speech enhancement. - Frédéric Mustière; Miodrag Bolic; Martin Bouchard 001 (CIP, 2010)

Efficient SNR-based subband post-processing for residual noise reduction in speech enhancement algorithms. - Frédéric Mustière; Martin Bouchard 001; Miodrag Bolic (EUSIPCO, 2010)

Sparse audio coding via targeted dithering and combinatorial decoding. - Frédéric Mustière; Hossein Najaf-Zadeh; Ramin Pichevar; Hassan Lahdili; Louis Thibault; Martin Bouchard 001 (EUSIPCO, 2010)

Instantaneous Binaural Target PSD Estimation for Hearing Aid Noise Reduction in Complex Acoustic Environments. - A. Homayoun Kamkar-Parsi; Martin Bouchard 001 (IEEE Trans. Instrum. Meas., 2011)

Sound-localization-preserved binaural MMSE STSA estimator with explicit and implicit binaural cues. - Hiroshi Saruwatari; Ryo Wakisaka; Kiyohiro Shikano; Frédéric Mustière; Louis Thibault; Hossein Najaf-Zadeh; Martin Bouchard 001 (EUSIPCO, 2012)

Graph theory for the discovery of non-parametric audio objects. - Christopher Srinivasa; Martin Bouchard 001; Ramin Pichevar; Hossein Najaf-Zadeh (ISSPA, 2012)

Integration of auditory masks into a Locally Competitive Algorithm for sparse representations of audio signals. - Christopher Srinivasa; Ramin Pichevar; Hossein Najaf-Zadeh; Martin Bouchard 001 (ISSPA, 2012)

All-Pole Modeling of Discrete Spectral Powers: A Unified Approach. - Frédéric Mustière; Martin Bouchard 001; Miodrag Bolic (IEEE Trans. Speech Audio Process., 2012)

Toward musical-noise-free blind speech extraction: Concept and its applications. - Ryoichi Miyazaki; Hiroshi Saruwatari; Satoshi Nakamura 001; Kiyohiro Shikano; Kazunobu Kondo; Jonathan Blanchette; Martin Bouchard 001 (APSIPA, 2013)

Least-squares Distortionless Response Beamformer in far-field environments with spatial cues preservation. - Frédéric Mustière; Martin Bouchard 001 (ICASSP, 2013)

Design of multichannel frequency domain statistical-based enhancement systems preserving spatial cues via spectral distances minimization. - Frédéric Mustière; Martin Bouchard 001; Hossein Najaf-Zadeh; Ramin Pichevar; Louis Thibault; Hiroshi Saruwatari (Signal Process., 2013)

Short-time multichannel noise correlation matrix estimators for acoustic signals. - Jonathan Blanchette; Martin Bouchard 001 (HSCMA, 2014)

Musical-noise-free blind speech extraction integrating microphone array and iterative spectral subtraction. - Ryoichi Miyazaki; Hiroshi Saruwatari; Satoshi Nakamura 001; Kiyohiro Shikano; Kazunobu Kondo; Jonathan Blanchette; Martin Bouchard 001 (Signal Process., 2014)

Perceptually motivated binaural beamforming with cues preservation for hearing aids. - Hala As'ad; Martin Bouchard 001; A. Homayoun Kamkar-Parsi (CCECE, 2016)

Binaural beamforming with spatial cues preservation for hearing aids in real-life complex acoustic environments. - Hala As'ad; Martin Bouchard 001; A. Homayoun Kamkar-Parsi (APSIPA, 2017)

Acoustic environment classification using discrete hartley transform features. - Hitham Jleed; Martin Bouchard 001 (CCECE, 2017)

Performance evaluation of mixtures of PLDA and conventional PLDA for a small-set speaker verification system. - Qianhui Wan; Martin Bouchard 001 (CCECE, 2017)

Breathing signal combining for respiration rate estimation in smart beds. - Hilda Azimi; Sareh Soleimani Gilakjani; Martin Bouchard 001; Stephanie L. Bennett; Rafik A. Goubran; Frank Knoefel (MeMeA, 2017)

Movement detection with adaptive window length for unobtrusive bed-based pressure-sensor array. - Sareh Soleimani Gilakjani; Stephanie L. Bennett; Rafik A. Goubran; Hilda Azimi; Martin Bouchard 001; Frank Knoefel (MeMeA, 2017)

Adaptive Differential Microphone Array with Distortionless Response at Arbitrary Directions for Hearing Aid Applications. - Hala As'ad; Martin Bouchard 001; A. Homayoun Kamkar-Parsi (GlobalSIP, 2018)

Long-Term Sleep Assessment by Unobtrusive Pressure Sensor Arrays. - Sareh Soleimani Gilakjani; Martin Bouchard 001; Rafik A. Goubran; Frank Knoefel (ICBSP, 2018)

Automatic apnea-hypopnea events detection using an alternative sensor. - Hilda Azimi; Sareh Soleimani Gilakjani; Martin Bouchard 001; Rafik A. Goubran; Frank Knoefel (SAS, 2018)

Improved sensor selection method during movement for breathing rate estimation with unobtrusive pressure sensor arrays. - Sareh Soleimani Gilakjani; Hilda Azimi; Martin Bouchard 001; Rafik A. Goubran; Frank Knoefel (SAS, 2018)

A Robust Binaural Linearly Constrained Minimum Variance with Spatial Cues Preservation for Hearing Aids Beamforming. - Hala As'ad; Martin Bouchard 001; A. Homayoun Kamkar-Parsi (CoRR, 2018)

Robust Minimum Variance Distortionless Response Beamformer based on Target Activity Detection in Binaural Hearing Aid Applications. - Hala As'ad; Martin Bouchard 001; Homayoun Kamkar-Parsi (GlobalSIP, 2019)

Apnea Event Detection Methodology using Pressure Sensors. - Hilda Azimi; Martin Bouchard 001; Rafik A. Goubran; Frank Knoefel (MeMeA, 2019)

Beamforming Designs Robust to Propagation Model Estimation Errors for Binaural Hearing Aids. - Hala As'ad; Martin Bouchard 001; Homayoun Kamkar-Parsi (IEEE Access, 2019)

A Robust Target Linearly Constrained Minimum Variance Beamformer With Spatial Cues Preservation for Binaural Hearing Aids. - Hala As'ad; Martin Bouchard 001; Homayoun Kamkar-Parsi (IEEE ACM Trans. Audio Speech Lang. Process., 2019)

A Deep Neural Network for Counting Vessels in Sonar Signals. - Hamed H. Aghdam; Martin Bouchard 001; Robert Laganière; Emil M. Petriu; Philip Wort (Canadian AI, 2020)

Cloud Processing of Bed Pressure Sensor Data to Detect Sleep Apnea Events. - Hilda Azimi; Haoyang Liu; Martin Bilodeau; Bruce Wallace 001; Martin Bouchard 001; Rafik Goubran; Frank Knoefel (MeMeA, 2020)

Machine Learning-Based Automatic Detection of Central Sleep Apnea Events From a Pressure Sensitive Mat. - Hilda Azimi; Pengcheng Xi; Martin Bouchard 001; Rafik Goubran; Frank Knoefel (IEEE Access, 2020)

Open Set Audio Recognition for Multi-Class Classification With Rejection. - Hitham Jleed; Martin Bouchard 001 (IEEE Access, 2020)

Unobtrusive Screening of Central Sleep Apnea From Pressure Sensors Measurements: A Patient-Specific Longitudinal Study. - Hilda Azimi; Martin Bouchard 001; Rafik Goubran; Frank Knoefel (IEEE Trans. Instrum. Meas., 2020)

CNN-Based Audio Recognition in Open-set Domain. - Hitham Jleed; Martin Bouchard 001 (CONF-SPML, 2022)

Beamformer-based Multi-source Acoustic DOA Detection System for Hearing Aids. - Hala As'ad; Martin Bouchard 001; Homayoun Kamkar-Parsi (I2MTC, 2022)

Direction of Arrival Estimation of Moving Sound Sources using Deep Learning. - Jana Rusrus; Martin Bouchard 001; Shervin Shirmohammadi (I2MTC, 2022)

Biometric Classification of Frequency Following Responses to English Vowels. - Rui Sun; Martin Bouchard 001; Hilmi R. Dajani (I2MTC, 2022)

T-FFTRadNet: Object Detection with Swin Vision Transformers from Raw ADC Radar Signals. - James Giroux; Martin Bouchard 001; Robert Laganière (ICCV (Workshops), 2023)

Sleep-Wake and Body Position Classification with Deep Learning using Pressure Sensor Mat Measurements. - Geoffrey C. Green; Martin Bouchard 001; Rafik Goubran; Rébecca Robillard; Caitlin Higginson; Elliott Lee; Frank Knoefel (MeMeA, 2023)

Machine Learning Based Listener Classification and Authentication Using Frequency Following Responses to English Vowels for Biometric Applications. - Bijan Borzou; Martin Bouchard 001; Hilmi R. Dajani (SAS, 2023)

Characterization of Moving Sound Sources Direction-of-Arrival Estimation Using Different Deep Learning Architectures. - Jana Rusrus; Shervin Shirmohammadi; Martin Bouchard 001 (IEEE Trans. Instrum. Meas., 2023)

Joint Precoding and Probabilistic Constellation Shaping using Arithmetic Distribution Matching. - Ramin Babaee; Shahab Oveis Gharan; Martin Bouchard 001 (GLOBECOM, 2024)

Current-Steering DAC Architecture Design for Amplitude Mismatch Error Minimization. - Ramin Babaee; Shahab Oveis Gharan; Martin Bouchard 001 (ISCAS, 2024)

mRadNet: A Compact Radar Object Detector with MetaFormer. - Huaiyu Chen; Fahed Al Hassanat; Robert Laganière; Martin Bouchard 001 (CoRR, 2025)

Multi-Speaker DOA Estimation in Binaural Hearing Aids using Deep Learning and Speaker Count Fusion. - Farnaz Jazaeri; Homayoun Kamkar-Parsi; François Grondin; Martin Bouchard 001 (CoRR, 2025)