A New Approach to Blind Separation of Two Sources with Three Sensors. - Mehrez Souden; Sofiène Affes; Jacob Benesty (VTC Fall, 2006)

A narrowband approach to blind source separation in convolutive MIMO mixtures. - Sofiène Affes; Mehrez Souden; Jacob Benesty (ISSPA, 2007)

A two-stage approach to localize spatially distributed sources. - Mehrez Souden; Sofiène Affes; Jacob Benesty (ISSPA, 2007)

Microphone arrays for noise reduction with low signal distortion in room acoustics. - Mehrez Souden; Jacob Benesty; Sofiène Affes (ICASSP, 2008)

A Two-Stage Approach to Estimate the Angles of Arrival and the Angular Spreads of Locally Scattered Sources. - Mehrez Souden; Sofiène Affes; Jacob Benesty (IEEE Trans. Signal Process., 2008)

New insights into non-causal multichannel linear filtering for noise reduction. - Mehrez Souden; Jacob Benesty; Sofiène Affes (ICASSP, 2009)

Optimal joint linear acoustic echo cancelation and blind source separation in the presence of loudspeaker nonlinearity. - Mehrez Souden; Zicheng Liu 001 (ICME, 2009)

On optimal beamforming for noise reduction and interference rejection. - Mehrez Souden; Jacob Benesty; Sofiène Affes (WASPAA, 2009)

Robust Doppler spread estimation in the presence of a residual carrier frequency offset. - Mehrez Souden; Sofiène Affes; Jacob Benesty; Rim Bahroun (IEEE Trans. Signal Process., 2009)

Eigenanalysis-based broadband source localization. - Mehrez Souden; Jacob Benesty; Sofiène Affes (ICASSP, 2010)

Linear filtering for noise reduction and interference rejection. - Mehrez Souden; Jacob Benesty; Sofiène Affes (ICASSP, 2010)

On the Global Output SNR of the Parameterized Frequency-Domain Multichannel Noise Reduction Wiener Filter. - Mehrez Souden; Jacob Benesty; Sofiène Affes (IEEE Signal Process. Lett., 2010)

On Optimal Frequency-Domain Multichannel Linear Filtering for Noise Reduction. - Mehrez Souden; Jacob Benesty; Sofiène Affes (IEEE Trans. Speech Audio Process., 2010)

Broadband Source Localization From an Eigenanalysis Perspective. - Mehrez Souden; Jacob Benesty; Sofiène Affes (IEEE Trans. Speech Audio Process., 2010)

Gaussian Model-Based Multichannel Speech Presence Probability. - Mehrez Souden; Jingdong Chen; Jacob Benesty; Sofiène Affes (IEEE Trans. Speech Audio Process., 2010)

A study of the LCMV and MVDR noise reduction filters. - Mehrez Souden; Jacob Benesty; Sofiène Affes (IEEE Trans. Signal Process., 2010)

Single Channel Dereverberation Using Example-Based Speech Enhancement with Uncertainty Decoding Technique. - Keisuke Kinoshita; Mehrez Souden; Marc Delcroix; Tomohiro Nakatani (INTERSPEECH, 2011)

A Multichannel Feature-Based Processing for Robust Speech Recognition. - Mehrez Souden; Keisuke Kinoshita; Marc Delcroix; Tomohiro Nakatani (INTERSPEECH, 2011)

An Integrated Solution for Online Multichannel Noise Tracking and Reduction. - Mehrez Souden; Jingdong Chen; Jacob Benesty; Sofiène Affes (IEEE Trans. Speech Audio Process., 2011)

A multichannel MMSE-based framework for joint blind source separation and noise reduction. - Mehrez Souden; Shoko Araki; Keisuke Kinoshita; Tomohiro Nakatani; Hiroshi Sawada (ICASSP, 2012)

Example-based speech enhancement with joint utilization of spatial, spectral & temporal cues of speech and noise. - Keisuke Kinoshita; Marc Delcroix; Mehrez Souden; Tomohiro Nakatani (INTERSPEECH, 2012)

Distributed microphone array processing for speech source separation with classifier fusion. - Mehrez Souden; Keisuke Kinoshita; Marc Delcroix; Tomohiro Nakatani (MLSP, 2012)

Noise Power Spectral Density Tracking: A Maximum Likelihood Perspective. - Mehrez Souden; Marc Delcroix; Keisuke Kinoshita; Takuya Yoshioka; Tomohiro Nakatani (IEEE Signal Process. Lett., 2012)

A Perspective on Differential Microphone Arrays in the Context of Noise Reduction. - Jacob Benesty; Mehrez Souden; Yiteng Huang (IEEE Trans. Speech Audio Process., 2012)

Coupling beamforming with spatial and spectral feature based spectral enhancement and its application to meeting recognition. - Tomohiro Nakatani; Mehrez Souden; Shoko Araki; Takuya Yoshioka; Takaaki Hori; Atsunori Ogawa (ICASSP, 2013)

An integration of source location cues for speech clustering in distributed microphone arrays. - Mehrez Souden; Keisuke Kinoshita; Tomohiro Nakatani (ICASSP, 2013)

Blind source separation using spatially distributed microphones based on microphone-location dependent source activities. - Keisuke Kinoshita; Mehrez Souden; Tomohiro Nakatani (INTERSPEECH, 2013)

On the robustness of distributed EM based BSS in asynchronous distributed microphone array scenarios. - Yasufumi Uezu; Keisuke Kinoshita; Mehrez Souden; Tomohiro Nakatani (INTERSPEECH, 2013)

Source number estimation based on clustering of speech activity sequences for microphone array processing. - Ingrid Jafari; Nobutaka Ito; Mehrez Souden; Shoko Araki; Tomohiro Nakatani (MLSP, 2013)

A probabilistic approach to acoustic echo clustering and suppression. - Mehrez Souden; Jason Wung; Biing-Hwang Fred Juang (WASPAA, 2013)

On the misalignment of stereophonic acoustic echo cancellation with decorrelation by resampling. - Jason Wung; Ted S. Wada; Mehrez Souden; Biing-Hwang Fred Juang (WASPAA, 2013)

Speech recognition in living rooms: Integrated speech enhancement and recognition system based on spatial, spectral and temporal modeling of sounds. - Marc Delcroix; Keisuke Kinoshita; Tomohiro Nakatani; Shoko Araki; Atsunori Ogawa; Takaaki Hori; Shinji Watanabe 001; Masakiyo Fujimoto; Takuya Yoshioka; Takanobu Oba; Yotaro Kubo; Mehrez Souden; et al. (Comput. Speech Lang., 2013)

A Multichannel MMSE-Based Framework for Speech Source Separation and Noise Reduction. - Mehrez Souden; Shoko Araki; Keisuke Kinoshita; Tomohiro Nakatani; Hiroshi Sawada (IEEE Trans. Speech Audio Process., 2013)

Model matching for signal enhancement. - Mehrez Souden; Biing-Hwang Fred Juang (GlobalSIP, 2014)

A blind source separation criterion where approximate disjointness meets independent component analysis. - Mehrez Souden; Jason Wung; Biing-Hwang Fred Juang (GlobalSIP, 2014)

Location Feature Integration for Clustering-Based Speech Separation in Distributed Microphone Arrays. - Mehrez Souden; Keisuke Kinoshita; Marc Delcroix; Tomohiro Nakatani (IEEE ACM Trans. Audio Speech Lang. Process., 2014)

Inter-Channel Decorrelation by Sub-Band Resampling for Multi-Channel Acoustic Echo Cancellation. - Jason Wung; Ted S. Wada; Mehrez Souden; Biing-Hwang Juang (IEEE Trans. Signal Process., 2014)

Speech Processing for Digital Home Assistants: Combining signal processing with deep-learning techniques. - Reinhold Haeb-Umbach; Shinji Watanabe 001; Tomohiro Nakatani; Michiel Bacchiani; Björn Hoffmeister; Michael L. Seltzer; Heiga Zen; Mehrez Souden (IEEE Signal Process. Mag., 2019)

Robust Multichannel Linear Prediction for Online Speech Dereverberation Using Weighted Householder Least Squares Lattice Adaptive Filter. - Jason Wung; Ante Jukic; Sarmad Malik; Mehrez Souden; Ramin Pichevar; Joshua Atkins; Devang Naik; Alex Acero (IEEE Trans. Signal Process., 2020)

Dynamic Curriculum Learning via Data Parameters for Noise Robust Keyword Spotting. - Takuya Higuchi; Shreyas Saxena; Mehrez Souden; Tien Dung Tran; Masood Delfarah; Chandra Dhir (ICASSP, 2021)

Resource-Constrained Stereo Singing Voice Cancellation. - Clara Borrelli; James Rae; Dogac Basaran; Matt McVicar; Mehrez Souden; Matthias Mauch (ICASSP, 2024)

Rethinking Non-Negative Matrix Factorization with Implicit Neural Representations. - Krishna Subramani; Paris Smaragdis; Takuya Higuchi; Mehrez Souden (CoRR, 2024)

ImmerseDiffusion: A Generative Spatial Audio Latent Diffusion Model. - Mojtaba Heydari; Mehrez Souden; Bruno Conejo; Joshua Atkins (ICASSP, 2025)