Mehrez Souden

Publication Activity (10 Years)

Years Active: 2006-2024
Publications (10 Years): 7

Top Topics

Blind Source Separation

Matrix Factorization

Speech Processing

Top Venues

IEEE Trans. Signal Process.

Publications

Krishna Subramani, Paris Smaragdis, Takuya Higuchi, Mehrez Souden
Rethinking Non-Negative Matrix Factorization with Implicit Neural Representations. CoRR (2024)
Clara Borrelli, James Rae, Dogac Basaran, Matt McVicar, Mehrez Souden, Matthias Mauch
Resource-constrained stereo singing voice cancellation. CoRR (2024)
Clara Borrelli, James Rae, Dogac Basaran, Matt McVicar, Mehrez Souden, Matthias Mauch
Resource-Constrained Stereo Singing Voice Cancellation. ICASSP (2024)
Takuya Higuchi, Shreyas Saxena, Mehrez Souden, Tien Dung Tran, Masood Delfarah, Chandra Dhir
Dynamic curriculum learning via data parameters for noise robust keyword spotting. CoRR (2021)
Takuya Higuchi, Shreyas Saxena, Mehrez Souden, Tien Dung Tran, Masood Delfarah, Chandra Dhir
Dynamic Curriculum Learning via Data Parameters for Noise Robust Keyword Spotting. ICASSP (2021)
Jason Wung, Ante Jukic, Sarmad Malik, Mehrez Souden, Ramin Pichevar, Joshua Atkins, Devang Naik, Alex Acero
Robust Multichannel Linear Prediction for Online Speech Dereverberation Using Weighted Householder Least Squares Lattice Adaptive Filter. IEEE Trans. Signal Process. 68 (2020)
Reinhold Haeb-Umbach, Shinji Watanabe, Tomohiro Nakatani, Michiel Bacchiani, Björn Hoffmeister, Michael L. Seltzer, Heiga Zen, Mehrez Souden
Speech Processing for Digital Home Assistants: Combining signal processing with deep-learning techniques. IEEE Signal Process. Mag. 36 (6) (2019)
Mehrez Souden, Biing-Hwang Fred Juang
Model matching for signal enhancement. GlobalSIP (2014)
Jason Wung, Ted S. Wada, Mehrez Souden, Biing-Hwang Juang
Inter-Channel Decorrelation by Sub-Band Resampling for Multi-Channel Acoustic Echo Cancellation. IEEE Trans. Signal Process. 62 (8) (2014)
Mehrez Souden, Keisuke Kinoshita, Marc Delcroix, Tomohiro Nakatani
Location Feature Integration for Clustering-Based Speech Separation in Distributed Microphone Arrays. IEEE ACM Trans. Audio Speech Lang. Process. 22 (2) (2014)
Mehrez Souden, Jason Wung, Biing-Hwang Fred Juang
A blind source separation criterion where approximate disjointness meets independent component analysis. GlobalSIP (2014)
Yasufumi Uezu, Keisuke Kinoshita, Mehrez Souden, Tomohiro Nakatani
On the robustness of distributed EM based BSS in asynchronous distributed microphone array scenarios. INTERSPEECH (2013)
Mehrez Souden, Shoko Araki, Keisuke Kinoshita, Tomohiro Nakatani, Hiroshi Sawada
A Multichannel MMSE-Based Framework for Speech Source Separation and Noise Reduction. IEEE Trans. Speech Audio Process. 21 (9) (2013)
Jason Wung, Ted S. Wada, Mehrez Souden, Biing-Hwang Fred Juang
On the misalignment of stereophonic acoustic echo cancellation with decorrelation by resampling. WASPAA (2013)
Mehrez Souden, Jason Wung, Biing-Hwang Fred Juang
A probabilistic approach to acoustic echo clustering and suppression. WASPAA (2013)
Mehrez Souden, Keisuke Kinoshita, Tomohiro Nakatani
An integration of source location cues for speech clustering in distributed microphone arrays. ICASSP (2013)
Marc Delcroix, Keisuke Kinoshita, Tomohiro Nakatani, Shoko Araki, Atsunori Ogawa, Takaaki Hori, Shinji Watanabe, Masakiyo Fujimoto, Takuya Yoshioka, Takanobu Oba, Yotaro Kubo, Mehrez Souden, Seong-Jun Hahm, Atsushi Nakamura
Speech recognition in living rooms: Integrated speech enhancement and recognition system based on spatial, spectral and temporal modeling of sounds. Comput. Speech Lang. 27 (3) (2013)
Ingrid Jafari, Nobutaka Ito, Mehrez Souden, Shoko Araki, Tomohiro Nakatani
Source number estimation based on clustering of speech activity sequences for microphone array processing. MLSP (2013)
Keisuke Kinoshita, Mehrez Souden, Tomohiro Nakatani
Blind source separation using spatially distributed microphones based on microphone-location dependent source activities. INTERSPEECH (2013)
Tomohiro Nakatani, Mehrez Souden, Shoko Araki, Takuya Yoshioka, Takaaki Hori, Atsunori Ogawa
Coupling beamforming with spatial and spectral feature based spectral enhancement and its application to meeting recognition. ICASSP (2013)
Mehrez Souden, Keisuke Kinoshita, Marc Delcroix, Tomohiro Nakatani
Distributed microphone array processing for speech source separation with classifier fusion. MLSP (2012)
Mehrez Souden, Shoko Araki, Keisuke Kinoshita, Tomohiro Nakatani, Hiroshi Sawada
A multichannel MMSE-based framework for joint blind source separation and noise reduction. ICASSP (2012)
Mehrez Souden, Marc Delcroix, Keisuke Kinoshita, Takuya Yoshioka, Tomohiro Nakatani
Noise Power Spectral Density Tracking: A Maximum Likelihood Perspective. IEEE Signal Process. Lett. 19 (8) (2012)
Keisuke Kinoshita, Marc Delcroix, Mehrez Souden, Tomohiro Nakatani
Example-based speech enhancement with joint utilization of spatial, spectral & temporal cues of speech and noise. INTERSPEECH (2012)
Jacob Benesty, Mehrez Souden, Yiteng Huang
A Perspective on Differential Microphone Arrays in the Context of Noise Reduction. IEEE Trans. Speech Audio Process. 20 (2) (2012)
Mehrez Souden, Jingdong Chen, Jacob Benesty, Sofiène Affes
An Integrated Solution for Online Multichannel Noise Tracking and Reduction. IEEE Trans. Speech Audio Process. 19 (7) (2011)
Mehrez Souden, Keisuke Kinoshita, Marc Delcroix, Tomohiro Nakatani
A Multichannel Feature-Based Processing for Robust Speech Recognition. INTERSPEECH (2011)
Keisuke Kinoshita, Mehrez Souden, Marc Delcroix, Tomohiro Nakatani
Single Channel Dereverberation Using Example-Based Speech Enhancement with Uncertainty Decoding Technique. INTERSPEECH (2011)
Mehrez Souden, Jingdong Chen, Jacob Benesty, Sofiène Affes
Gaussian Model-Based Multichannel Speech Presence Probability. IEEE Trans. Speech Audio Process. 18 (5) (2010)
Mehrez Souden, Jacob Benesty, Sofiène Affes
A study of the LCMV and MVDR noise reduction filters. IEEE Trans. Signal Process. 58 (9) (2010)
Mehrez Souden, Jacob Benesty, Sofiène Affes
On the Global Output SNR of the Parameterized Frequency-Domain Multichannel Noise Reduction Wiener Filter. IEEE Signal Process. Lett. 17 (5) (2010)
Mehrez Souden, Jacob Benesty, Sofiène Affes
Broadband Source Localization From an Eigenanalysis Perspective. IEEE Trans. Speech Audio Process. 18 (6) (2010)
Mehrez Souden, Jacob Benesty, Sofiène Affes
On Optimal Frequency-Domain Multichannel Linear Filtering for Noise Reduction. IEEE Trans. Speech Audio Process. 18 (2) (2010)
Mehrez Souden, Jacob Benesty, Sofiène Affes
Linear filtering for noise reduction and interference rejection. ICASSP (2010)
Mehrez Souden, Jacob Benesty, Sofiène Affes
Eigenanalysis-based broadband source localization. ICASSP (2010)
Mehrez Souden, Sofiène Affes, Jacob Benesty, Rim Bahroun
Robust Doppler spread estimation in the presence of a residual carrier frequency offset. IEEE Trans. Signal Process. 57 (10) (2009)
Mehrez Souden, Jacob Benesty, Sofiène Affes
On optimal beamforming for noise reduction and interference rejection. WASPAA (2009)
Mehrez Souden, Jacob Benesty, Sofiène Affes
New insights into non-causal multichannel linear filtering for noise reduction. ICASSP (2009)
Mehrez Souden, Zicheng Liu
Optimal joint linear acoustic echo cancelation and blind source separation in the presence of loudspeaker nonlinearity. ICME (2009)
Mehrez Souden, Sofiène Affes, Jacob Benesty
A Two-Stage Approach to Estimate the Angles of Arrival and the Angular Spreads of Locally Scattered Sources. IEEE Trans. Signal Process. 56 (5) (2008)
Mehrez Souden, Jacob Benesty, Sofiène Affes
Microphone arrays for noise reduction with low signal distortion in room acoustics. ICASSP (2008)
Mehrez Souden, Sofiène Affes, Jacob Benesty
A two-stage approach to localize spatially distributed sources. ISSPA (2007)
Sofiène Affes, Mehrez Souden, Jacob Benesty
A narrowband approach to blind source separation in convolutive MIMO mixtures. ISSPA (2007)
Mehrez Souden, Sofiène Affes, Jacob Benesty
A New Approach to Blind Separation of Two Sources with Three Sensors. VTC Fall (2006)