Martin Bouchard

Publication Activity (10 Years)

Years Active: 1999-2024
Publications (10 Years): 29

Top Topics

Linearly Constrained

Minimum Variance

Acoustic Signals

Top Venues

Publications

Ramin Babaee, Shahab Oveis Gharan, Martin Bouchard
Current-Steering DAC Architecture Design for Amplitude Mismatch Error Minimization. ISCAS (2024)
Jana Rusrus, Shervin Shirmohammadi, Martin Bouchard
Characterization of Moving Sound Sources Direction-of-Arrival Estimation Using Different Deep Learning Architectures. IEEE Trans. Instrum. Meas. 72 (2023)
Geoffrey C. Green, Martin Bouchard, Rafik Goubran, Rebecca Robillard, Caitlin Higginson, Elliott Lee, Frank Knoefel
Sleep-Wake and Body Position Classification with Deep Learning using Pressure Sensor Mat Measurements. MeMeA (2023)
Bijan Borzou, Martin Bouchard, Hilmi R. Dajani
Machine Learning Based Listener Classification and Authentication Using Frequency Following Responses to English Vowels for Biometric Applications. SAS (2023)
James Giroux, Martin Bouchard, Robert Laganière
T-FFTRadNet: Object Detection with Swin Vision Transformers from Raw ADC Radar Signals. ICCV (Workshops) (2023)
James Giroux, Martin Bouchard, Robert Laganière
T-FFTRadNet: Object Detection with Swin Vision Transformers from Raw ADC Radar Signals. CoRR (2023)
Hala As'ad, Martin Bouchard, Homayoun Kamkar-Parsi
Beamformer-based Multi-source Acoustic DOA Detection System for Hearing Aids. I2MTC (2022)
Jana Rusrus, Martin Bouchard, Shervin Shirmohammadi
Direction of Arrival Estimation of Moving Sound Sources using Deep Learning. I2MTC (2022)
Rui Sun, Martin Bouchard, Hilmi R. Dajani
Biometric Classification of Frequency Following Responses to English Vowels. I2MTC (2022)
Hilda Azimi, Haoyang Liu, Martin Bilodeau, Bruce Wallace, Martin Bouchard, Rafik Goubran, Frank Knoefel
Cloud Processing of Bed Pressure Sensor Data to Detect Sleep Apnea Events. MeMeA (2020)
Hamed H. Aghdam, Martin Bouchard, Robert Laganière, Emil M. Petriu, Philip Wort
A Deep Neural Network for Counting Vessels in Sonar Signals. Canadian Conference on AI (2020)
Hilda Azimi, Pengcheng Xi, Martin Bouchard, Rafik Goubran, Frank Knoefel
Machine Learning-Based Automatic Detection of Central Sleep Apnea Events From a Pressure Sensitive Mat. IEEE Access 8 (2020)
Hilda Azimi, Martin Bouchard, Rafik Goubran, Frank Knoefel
Unobtrusive Screening of Central Sleep Apnea From Pressure Sensors Measurements: A Patient-Specific Longitudinal Study. IEEE Trans. Instrum. Meas. 69 (6) (2020)
Hitham Jleed, Martin Bouchard
Open Set Audio Recognition for Multi-Class Classification With Rejection. IEEE Access 8 (2020)
Hala As'ad, Martin Bouchard, Homayoun Kamkar-Parsi
Beamforming Designs Robust to Propagation Model Estimation Errors for Binaural Hearing Aids. IEEE Access 7 (2019)
Hala As'ad, Martin Bouchard, Homayoun Kamkar-Parsi
Robust Minimum Variance Distortionless Response Beamformer based on Target Activity Detection in Binaural Hearing Aid Applications. GlobalSIP (2019)
Hala As'ad, Martin Bouchard, Homayoun Kamkar-Parsi
A Robust Target Linearly Constrained Minimum Variance Beamformer With Spatial Cues Preservation for Binaural Hearing Aids. IEEE ACM Trans. Audio Speech Lang. Process. 27 (10) (2019)
Hilda Azimi, Martin Bouchard, Rafik A. Goubran, Frank Knoefel
Apnea Event Detection Methodology using Pressure Sensors. MeMeA (2019)
Hilda Azimi, S. Soleimani Gilakjani, Martin Bouchard, Rafik A. Goubran, Frank Knoefel
Automatic apnea-hypopnea events detection using an alternative sensor. SAS (2018)
Hala As'ad, Martin Bouchard, A. Homayoun Kamkar-Parsi
Adaptive Differential Microphone Array with Distortionless Response at Arbitrary Directions for Hearing Aid Applications. GlobalSIP (2018)
S. Soleimani Gilakjani, Martin Bouchard, Rafik A. Goubran, Frank Knoefel
Long-Term Sleep Assessment by Unobtrusive Pressure Sensor Arrays. ICBSP (2018)
S. Soleimani Gilakjani, Hilda Azimi, Martin Bouchard, Rafik A. Goubran, Frank Knoefel
Improved sensor selection method during movement for breathing rate estimation with unobtrusive pressure sensor arrays. SAS (2018)
Hala As'ad, Martin Bouchard, A. Homayoun Kamkar-Parsi
A Robust Binaural Linearly Constrained Minimum Variance with Spatial Cues Preservation for Hearing Aids Beamforming. CoRR (2018)
Hitham Jleed, Martin Bouchard
Acoustic environment classification using discrete hartley transform features. CCECE (2017)
S. Soleimani Gilakjani, Stephanie L. Bennett, Rafik A. Goubran, Hilda Azimi, Martin Bouchard, Frank Knoefel
Movement detection with adaptive window length for unobtrusive bed-based pressure-sensor array. MeMeA (2017)
Qianhui Wan, Martin Bouchard
Performance evaluation of mixtures of PLDA and conventional PLDA for a small-set speaker verification system. CCECE (2017)
Hala As'ad, Martin Bouchard, A. Homayoun Kamkar-Parsi
Binaural beamforming with spatial cues preservation for hearing aids in real-life complex acoustic environments. APSIPA (2017)
Hilda Azimi, S. Soleimani Gilakjani, Martin Bouchard, Stephanie L. Bennett, Rafik A. Goubran, Frank Knoefel
Breathing signal combining for respiration rate estimation in smart beds. MeMeA (2017)
Hala As'ad, Martin Bouchard, A. Homayoun Kamkar-Parsi
Perceptually motivated binaural beamforming with cues preservation for hearing aids. CCECE (2016)
Jonathan Blanchette, Martin Bouchard
Short-time multichannel noise correlation matrix estimators for acoustic signals. HSCMA (2014)
Ryoichi Miyazaki, Hiroshi Saruwatari, Satoshi Nakamura, Kiyohiro Shikano, Kazunobu Kondo, Jonathan Blanchette, Martin Bouchard
Musical-noise-free blind speech extraction integrating microphone array and iterative spectral subtraction. Signal Process. 102 (2014)
Frédéric Mustière, Martin Bouchard
Least-squares Distortionless Response Beamformer in far-field environments with spatial cues preservation. ICASSP (2013)
Frédéric Mustière, Martin Bouchard, Hossein Najaf-Zadeh, Ramin Pichevar, Louis Thibault, Hiroshi Saruwatari
Design of multichannel frequency domain statistical-based enhancement systems preserving spatial cues via spectral distances minimization. Signal Process. 93 (1) (2013)
Ryoichi Miyazaki, Hiroshi Saruwatari, Satoshi Nakamura, Kiyohiro Shikano, Kazunobu Kondo, Jonathan Blanchette, Martin Bouchard
Toward musical-noise-free blind speech extraction: Concept and its applications. APSIPA (2013)
Christopher Srinivasa, Martin Bouchard, Ramin Pichevar, Hossein Najaf-Zadeh
Graph theory for the discovery of non-parametric audio objects. ISSPA (2012)
Hiroshi Saruwatari, Ryo Wakisaka, Kiyohiro Shikano, Frédéric Mustière, Louis Thibault, Hossein Najaf-Zadeh, Martin Bouchard
Sound-localization-preserved binaural MMSE STSA estimator with explicit and implicit binaural cues. EUSIPCO (2012)
Christopher Srinivasa, Ramin Pichevar, Hossein Najaf-Zadeh, Martin Bouchard
Integration of auditory masks into a Locally Competitive Algorithm for sparse representations of audio signals. ISSPA (2012)
Frédéric Mustière, Martin Bouchard, Miodrag Bolic
All-Pole Modeling of Discrete Spectral Powers: A Unified Approach. IEEE Trans. Speech Audio Process. 20 (2) (2012)
A. Homayoun Kamkar-Parsi, Martin Bouchard
Instantaneous Binaural Target PSD Estimation for Hearing Aid Noise Reduction in Complex Acoustic Environments. IEEE Trans. Instrum. Meas. 60 (4) (2011)
Frédéric Mustière, Martin Bouchard, Miodrag Bolic
Efficient SNR-based subband post-processing for residual noise reduction in speech enhancement algorithms. EUSIPCO (2010)
Frédéric Mustière, Miodrag Bolic, Martin Bouchard
Real-world particle filtering-based speech enhancement. CIP (2010)
Frédéric Mustière, Martin Bouchard, Miodrag Bolic
Bandwidth extension for speech enhancement. CCECE (2010)
Frédéric Mustière, Hossein Najaf-Zadeh, Ramin Pichevar, Hassan Lahdili, Louis Thibault, Martin Bouchard
Sparse audio coding via targeted dithering and combinatorial decoding. EUSIPCO (2010)
Frédéric Mustière, Miodrag Bolic, Martin Bouchard
Speech Enhancement Based on Nonlinear Models Using Particle Filters. IEEE Trans. Neural Networks 20 (12) (2009)
A. Homayoun Kamkar-Parsi, Martin Bouchard
Improved Noise Power Spectrum Density Estimation for Binaural Hearing Aids Operating in a Diffuse Noise Field Environment. IEEE Trans. Speech Audio Process. 17 (4) (2009)
Gerhard Roth, Robert Laganière, Martin Bouchard, Ilias Lakhmiri, Tarik Janati
VIVA lab - University of Ottawa at TRECVID 2009 Content Based Copy Detection. TRECVID (2009)
James D. Gordy, Tyseer Aboulnasr, Martin Bouchard
Reduced-complexity proportionate nlms employing block-based selective coefficient updates. ICASSP (2008)
Jianping Deng, Martin Bouchard, Tet Hin Yeap
Feature Enhancement for Noisy Speech Recognition With a Time-Variant Linear Predictive HMM Structure. IEEE Trans. Speech Audio Process. 16 (5) (2008)
Frédéric Mustière, Martin Bouchard, Miodrag Bolic
Low-cost modifications of Rao-Blackwellized particle filters for improved speech denoising. Signal Process. 88 (11) (2008)
Martin Bouchard, Heping Ding
An Exact Relaxed Fast Affine Projection Algorithm for Multichannel Active Noise Control. DSP (2007)
Felix Albu, Martin Bouchard, Yuriy V. Zakharov
Pseudo-Affine Projection Algorithms for Multichannel Active Noise Control. IEEE Trans. Speech Audio Process. 15 (3) (2007)
Frédéric Mustière, Martin Bouchard, Miodrag Bolic
Quality Assessment of Speech Enhanced using Particle Filters. ICASSP (3) (2007)
Jianping Deng, Martin Bouchard, Tet Hin Yeap
Noisy Speech Feature Estimation on the Aurora2 Database using a Switching Linear Dynamic Model. J. Multim. 2 (2) (2007)
Susan Watson, Jean-Yves Chouinard, Martin Bouchard
Performance of an Orthogonal Diversity Combining Detector for Spread-Spectrum Signals. CCECE (2006)
Jianping Deng, Martin Bouchard, Tet Hin Yeap
Speech Feature Estimation Under the Presence of Noise with a Switching Linear Dynamic Model. ICASSP (1) (2006)
David K. Fenton, Martin Bouchard, Tet Hin Yeap
Evaluation of Features and Normalization Techniques for Signature Verification Using Dynamic Timewarping. ICASSP (3) (2006)
Maha Elsabrouty, Tyseer Aboulnasr, Martin Bouchard
A New Diagonal Hessian Algorithm for Blind Signal Separation. ICASSP (5) (2006)
Ning Ma, Martin Bouchard, Rafik A. Goubran
Speech enhancement using a masking threshold constrained Kalman filter and its heuristic implementations. IEEE Trans. Speech Audio Process. 14 (1) (2006)
Mohamed Djendi, Martin Bouchard, Abderrezak Guessoum, Ahmed Benallal, Daoud Berkani
Improvement of the convergence speed and the tracking ability of the fast Newton type adaptive filtering (FNTF) algorithm. Signal Process. 86 (7) (2006)
Jianping Deng, Martin Bouchard, Tet Hin Yeap
Linear Dynamic Models With Mixture of Experts Architecture for Recognition of Speech Under Additive Noise Conditions. IEEE Signal Process. Lett. 13 (9) (2006)
Frédéric Mustière, Miodrag Bolic, Martin Bouchard
A Modified Rao-Blackwellised Particle Filter. ICASSP (3) (2006)
Frédéric Mustière, Miodrag Bolic, Martin Bouchard
Rao-Blackwellised Particle Filters: Examples of Applications. CCECE (2006)
Thien-An Vu, Heping Ding, Martin Bouchard
A double-talk detection algorithm using a psychoacoustic auditory model. EUSIPCO (2006)
Lech Szymanski, Martin Bouchard
Comb filter decomposition for robust ASR. INTERSPEECH (2005)
Jongsoo Choi, Tet Hin Yeap, Martin Bouchard
Online State-Space Modeling Using Recurrent Multilayer Perceptrons with Unscented Kalman Filter. Neural Process. Lett. 22 (1) (2005)
Jianping Deng, Martin Bouchard, Tet Hin Yeap
Noise compensation using interacting multiple kalman filters. INTERSPEECH (2005)
Jianping Deng, Martin Bouchard, Tet Hin Yeap
Speech Enhancement Using a Switching Kalman Filter with a Perceptual Post-Filter. ICASSP (1) (2005)
Jongsoo Choi, Tet Hin Yeap, Martin Bouchard
Adaptive filtering-based iterative channel estimation for MIMO wireless communications. ISCAS (5) (2005)
Ning Ma, Martin Bouchard, Rafik A. Goubran
A Wavelet Kalman Filter with Perceptual Masking for Speech Enhancement in Colored Noise. ICASSP (1) (2005)
Jongsoo Choi, Martin Bouchard, Tet Hin Yeap
Decision feedback recurrent neural equalization with fast convergence rate. IEEE Trans. Neural Networks 16 (3) (2005)
A. Homayoun Kamkar-Parsi, Robert Laganière, Martin Bouchard
A multi-criteria model for robust foreground extraction. VSSN@MM (2005)
A. Homayoun Kamkar-Parsi, Martin Bouchard, Gilles Bessens, Tet Hin Yeap
A wideband crosstalk canceller for xDSL using common-mode information. IEEE Trans. Commun. 53 (2) (2005)
Jongsoo Choi, Tet Hin Yeap, Martin Bouchard
Nonlinear state-space modeling using recurrent multilayer perceptrons with unscented Kalman filter. SMC (4) (2004)
Maha Elsabrouty, Martin Bouchard, Tyseer Aboulnasr
Receiver-based packet loss concealment for pulse code modulation (PCM G.711) coder. Signal Process. 84 (3) (2004)
Felix Albu, Martin Bouchard
A low-cost and fast convergence Gauss-Seidel pseudo affine projection algorithm for multichannel active noise control. ICASSP (4) (2004)
Ning Ma, Martin Bouchard, Rafik A. Goubran
Perceptual Kalman filtering for speech enhancement in colored noise. ICASSP (1) (2004)
A. Homayoun Kamkar-Parsi, Gilles Bessens, Martin Bouchard, Tet Hin Yeap
Wideband crosstalk interference cancelling on xDSL using adaptive signal processing and common mode signal. ICASSP (4) (2004)
Mohamed Djendi, Mohamed Rahim, Abderrezak Guessoum, Martin Bouchard, Daoud Berkani
Comparative study of new versions of the Newton type adaptive filtering algorithm. ICASSP (2) (2004)
Martin Bouchard, Scott Norcross
Computational load reduction of fast convergence algorithms for multichannel active noise control. Signal Process. 83 (1) (2003)
Martin Bouchard, Felix Albu
The multichannel Gauss-Seidel fast affine projection algorithm for active noise control. ISSPA (2) (2003)
Maha Elsabrouty, Martin Bouchard, Tyseer Aboulnasr
A new hybrid long-term and short-term prediction algorithm for packet loss erasure over IP-networks. ISSPA (1) (2003)
Cathy Shao, Martin Bouchard
Efficient classification of noisy speech using neural networks. ISSPA (1) (2003)
Ning Ma, Martin Bouchard, Rafik A. Goubran
A perceptual kalman filtering-based approach for speech enhancement. ISSPA (1) (2003)
Martin Bouchard
Multichannel affine and fast affine projection algorithms for active noise control and acoustic equalization systems. IEEE Trans. Speech Audio Process. 11 (1) (2003)
Martin Bouchard
Multichannel fast affine projection algorithm for active noise Control. ICASSP (2002)
Martin Bouchard
Numerically stable fast convergence least-squares algorithms for multichannel active sound cancellation systems and sound deconvolution systems. Signal Process. 82 (5) (2002)
Martin Bouchard
Faster Convergence and Improved Performance in Least-Squares Training of Neural Networks for Active Sound Cancellation. ICANN (2001)
Martin Bouchard
New recursive-least-squares algorithms for nonlinear active control of sound and vibration using neural networks. IEEE Trans. Neural Networks 12 (1) (2001)
Feng Yu, Martin Bouchard
Recursive least-squares algorithms with good numerical stability for multichannel active noise control. ICASSP (2001)
Martin Bouchard, Feng Yu
Inverse structure for active noise control and combined active noise control/sound reproduction systems. IEEE Trans. Speech Audio Process. 9 (2) (2001)
Feng Yu, Martin Bouchard
Multichannel active noise control algorithms using inverse filters. ICASSP (2000)
Martin Bouchard, Stephan Quednau
Multichannel recursive-least-square algorithms and fast-transversal-filter algorithms for active noise control and sound reproduction systems. IEEE Trans. Speech Audio Process. 8 (5) (2000)
Martin Bouchard, B. Paillard, Chon Tan Le Dinh
Improved training of neural networks for the nonlinear active control of sound and vibration. IEEE Trans. Neural Networks 10 (2) (1999)