Mehrez Souden

48 papers A 6Misc 10Journal 21Unranked 11
YearRankTypeTitle / Venue / Authors
2025 Misc conf
ImmerseDiffusion: A Generative Spatial Audio Latent Diffusion Model.
ICASSP
Mojtaba Heydari, Mehrez Souden, Bruno Conejo, Joshua Atkins
2025 — conf
Rethinking Non-Negative Matrix Factorization with Implicit Neural Representations.
WASPAA
Krishna Subramani, Paris Smaragdis, Takuya Higuchi, Mehrez Souden
2025 J jnl
StereoFoley: Object-Aware Stereo Audio Generation from Video.
CoRR
Tornike Karchkhadze, Kuan-Lin Chen, Mojtaba Heydari, Robert Henzel, Alessandro Toso, Mehrez Souden, Joshua Atkins
2024 J jnl
ImmerseDiffusion: A Generative Spatial Audio Latent Diffusion Model.
CoRR
Mojtaba Heydari, Mehrez Souden, Bruno Conejo, Joshua Atkins
2024 Misc conf
Resource-Constrained Stereo Singing Voice Cancellation.
ICASSP
Clara Borrelli, James Rae, Dogac Basaran, Matt McVicar, Mehrez Souden, Matthias Mauch
2024 J jnl
Resource-constrained stereo singing voice cancellation.
CoRR
Clara Borrelli, James Rae, Dogac Basaran, Matt McVicar, Mehrez Souden, Matthias Mauch
2024 J jnl
Rethinking Non-Negative Matrix Factorization with Implicit Neural Representations.
CoRR
Krishna Subramani, Paris Smaragdis, Takuya Higuchi, Mehrez Souden
2021 Misc conf
Dynamic Curriculum Learning via Data Parameters for Noise Robust Keyword Spotting.
ICASSP
Takuya Higuchi, Shreyas Saxena, Mehrez Souden, Tien Dung Tran, Masood Delfarah, Chandra Dhir
2021 J jnl
Dynamic curriculum learning via data parameters for noise robust keyword spotting.
CoRR
Takuya Higuchi, Shreyas Saxena, Mehrez Souden, Tien Dung Tran, Masood Delfarah, Chandra Dhir
2020 J jnl
Robust Multichannel Linear Prediction for Online Speech Dereverberation Using Weighted Householder Least Squares Lattice Adaptive Filter.
IEEE Trans. Signal Process.
Jason Wung, Ante Jukic, Sarmad Malik, Mehrez Souden, Ramin Pichevar, Joshua Atkins, Devang Naik, Alex Acero
2019 J jnl
Speech Processing for Digital Home Assistants: Combining signal processing with deep-learning techniques.
IEEE Signal Process. Mag.
Reinhold Haeb-Umbach, Shinji Watanabe, Tomohiro Nakatani, Michiel Bacchiani, Björn Hoffmeister, Michael L. Seltzer, Heiga Zen, Mehrez Souden
2014 — conf
A blind source separation criterion where approximate disjointness meets independent component analysis.
GlobalSIP
Mehrez Souden, Jason Wung, Biing-Hwang Fred Juang
2014 J jnl
Inter-Channel Decorrelation by Sub-Band Resampling for Multi-Channel Acoustic Echo Cancellation.
IEEE Trans. Signal Process.
Jason Wung, Ted S. Wada, Mehrez Souden, Biing-Hwang Juang
2014 J jnl
Location Feature Integration for Clustering-Based Speech Separation in Distributed Microphone Arrays.
IEEE ACM Trans. Audio Speech Lang. Process.
Mehrez Souden, Keisuke Kinoshita, Marc Delcroix, Tomohiro Nakatani
2014 — conf
Model matching for signal enhancement.
GlobalSIP
Mehrez Souden, Biing-Hwang Fred Juang
2013 J jnl
A Multichannel MMSE-Based Framework for Speech Source Separation and Noise Reduction.
IEEE Trans. Speech Audio Process.
Mehrez Souden, Shoko Araki, Keisuke Kinoshita, Tomohiro Nakatani, Hiroshi Sawada
2013 — conf
A probabilistic approach to acoustic echo clustering and suppression.
WASPAA
Mehrez Souden, Jason Wung, Biing-Hwang Fred Juang
2013 Misc conf
An integration of source location cues for speech clustering in distributed microphone arrays.
ICASSP
Mehrez Souden, Keisuke Kinoshita, Tomohiro Nakatani
2013 A conf
Blind source separation using spatially distributed microphones based on microphone-location dependent source activities.
INTERSPEECH
Keisuke Kinoshita, Mehrez Souden, Tomohiro Nakatani
2013 Misc conf
Coupling beamforming with spatial and spectral feature based spectral enhancement and its application to meeting recognition.
ICASSP
Tomohiro Nakatani, Mehrez Souden, Shoko Araki, Takuya Yoshioka, Takaaki Hori, Atsunori Ogawa
2013 — conf
On the misalignment of stereophonic acoustic echo cancellation with decorrelation by resampling.
WASPAA
Jason Wung, Ted S. Wada, Mehrez Souden, Biing-Hwang Fred Juang
2013 A conf
On the robustness of distributed EM based BSS in asynchronous distributed microphone array scenarios.
INTERSPEECH
Yasufumi Uezu, Keisuke Kinoshita, Mehrez Souden, Tomohiro Nakatani
2013 — conf
Source number estimation based on clustering of speech activity sequences for microphone array processing.
MLSP
Ingrid Jafari, Nobutaka Ito, Mehrez Souden, Shoko Araki, Tomohiro Nakatani
2013 J jnl
Speech recognition in living rooms: Integrated speech enhancement and recognition system based on spatial, spectral and temporal modeling of sounds.
Comput. Speech Lang.
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
2012 J jnl
A Perspective on Differential Microphone Arrays in the Context of Noise Reduction.
IEEE Trans. Speech Audio Process.
Jacob Benesty, Mehrez Souden, Yiteng Huang
2012 Misc conf
A multichannel MMSE-based framework for joint blind source separation and noise reduction.
ICASSP
Mehrez Souden, Shoko Araki, Keisuke Kinoshita, Tomohiro Nakatani, Hiroshi Sawada
2012 — conf
Distributed microphone array processing for speech source separation with classifier fusion.
MLSP
Mehrez Souden, Keisuke Kinoshita, Marc Delcroix, Tomohiro Nakatani
2012 A conf
Example-based speech enhancement with joint utilization of spatial, spectral & temporal cues of speech and noise.
INTERSPEECH
Keisuke Kinoshita, Marc Delcroix, Mehrez Souden, Tomohiro Nakatani
2012 J jnl
Noise Power Spectral Density Tracking: A Maximum Likelihood Perspective.
IEEE Signal Process. Lett.
Mehrez Souden, Marc Delcroix, Keisuke Kinoshita, Takuya Yoshioka, Tomohiro Nakatani
2011 A conf
A Multichannel Feature-Based Processing for Robust Speech Recognition.
INTERSPEECH
Mehrez Souden, Keisuke Kinoshita, Marc Delcroix, Tomohiro Nakatani
2011 J jnl
An Integrated Solution for Online Multichannel Noise Tracking and Reduction.
IEEE Trans. Speech Audio Process.
Mehrez Souden, Jingdong Chen, Jacob Benesty, Sofiène Affes
2011 A conf
Single Channel Dereverberation Using Example-Based Speech Enhancement with Uncertainty Decoding Technique.
INTERSPEECH
Keisuke Kinoshita, Mehrez Souden, Marc Delcroix, Tomohiro Nakatani
2010 J jnl
A study of the LCMV and MVDR noise reduction filters.
IEEE Trans. Signal Process.
Mehrez Souden, Jacob Benesty, Sofiène Affes
2010 J jnl
Broadband Source Localization From an Eigenanalysis Perspective.
IEEE Trans. Speech Audio Process.
Mehrez Souden, Jacob Benesty, Sofiène Affes
2010 Misc conf
Eigenanalysis-based broadband source localization.
ICASSP
Mehrez Souden, Jacob Benesty, Sofiène Affes
2010 J jnl
Gaussian Model-Based Multichannel Speech Presence Probability.
IEEE Trans. Speech Audio Process.
Mehrez Souden, Jingdong Chen, Jacob Benesty, Sofiène Affes
2010 Misc conf
Linear filtering for noise reduction and interference rejection.
ICASSP
Mehrez Souden, Jacob Benesty, Sofiène Affes
2010 J jnl
On Optimal Frequency-Domain Multichannel Linear Filtering for Noise Reduction.
IEEE Trans. Speech Audio Process.
Mehrez Souden, Jacob Benesty, Sofiène Affes
2010 J jnl
On the Global Output SNR of the Parameterized Frequency-Domain Multichannel Noise Reduction Wiener Filter.
IEEE Signal Process. Lett.
Mehrez Souden, Jacob Benesty, Sofiène Affes
2009 Misc conf
New insights into non-causal multichannel linear filtering for noise reduction.
ICASSP
Mehrez Souden, Jacob Benesty, Sofiène Affes
2009 — conf
On optimal beamforming for noise reduction and interference rejection.
WASPAA
Mehrez Souden, Jacob Benesty, Sofiène Affes
2009 A conf
Optimal joint linear acoustic echo cancelation and blind source separation in the presence of loudspeaker nonlinearity.
ICME
Mehrez Souden, Zicheng Liu
2009 J jnl
Robust Doppler spread estimation in the presence of a residual carrier frequency offset.
IEEE Trans. Signal Process.
Mehrez Souden, Sofiène Affes, Jacob Benesty, Rim Bahroun
2008 J jnl
A Two-Stage Approach to Estimate the Angles of Arrival and the Angular Spreads of Locally Scattered Sources.
IEEE Trans. Signal Process.
Mehrez Souden, Sofiène Affes, Jacob Benesty
2008 Misc conf
Microphone arrays for noise reduction with low signal distortion in room acoustics.
ICASSP
Mehrez Souden, Jacob Benesty, Sofiène Affes
2007 — conf
A narrowband approach to blind source separation in convolutive MIMO mixtures.
ISSPA
Sofiène Affes, Mehrez Souden, Jacob Benesty
2007 — conf
A two-stage approach to localize spatially distributed sources.
ISSPA
Mehrez Souden, Sofiène Affes, Jacob Benesty
2006 — conf
A New Approach to Blind Separation of Two Sources with Three Sensors.
VTC Fall
Mehrez Souden, Sofiène Affes, Jacob Benesty