Mehrez Souden

According to our database1, Mehrez Souden authored at least 41 papers between 2006 and 2024.

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Bibliography

2024
Resource-constrained stereo singing voice cancellation.
CoRR, 2024

2021
Dynamic Curriculum Learning via Data Parameters for Noise Robust Keyword Spotting.
Proceedings of the IEEE International Conference on Acoustics, 2021

2020
Robust Multichannel Linear Prediction for Online Speech Dereverberation Using Weighted Householder Least Squares Lattice Adaptive Filter.
IEEE Trans. Signal Process., 2020

2019
Speech Processing for Digital Home Assistants: Combining signal processing with deep-learning techniques.
IEEE Signal Process. Mag., 2019

2014
Inter-Channel Decorrelation by Sub-Band Resampling for Multi-Channel Acoustic Echo Cancellation.
IEEE Trans. Signal Process., 2014

Location Feature Integration for Clustering-Based Speech Separation in Distributed Microphone Arrays.
IEEE ACM Trans. Audio Speech Lang. Process., 2014

A blind source separation criterion where approximate disjointness meets independent component analysis.
Proceedings of the 2014 IEEE Global Conference on Signal and Information Processing, 2014

Model matching for signal enhancement.
Proceedings of the 2014 IEEE Global Conference on Signal and Information Processing, 2014

2013
A Multichannel MMSE-Based Framework for Speech Source Separation and Noise Reduction.
IEEE Trans. Speech Audio Process., 2013

Speech recognition in living rooms: Integrated speech enhancement and recognition system based on spatial, spectral and temporal modeling of sounds.
Comput. Speech Lang., 2013

On the misalignment of stereophonic acoustic echo cancellation with decorrelation by resampling.
Proceedings of the IEEE Workshop on Applications of Signal Processing to Audio and Acoustics, 2013

A probabilistic approach to acoustic echo clustering and suppression.
Proceedings of the IEEE Workshop on Applications of Signal Processing to Audio and Acoustics, 2013

Source number estimation based on clustering of speech activity sequences for microphone array processing.
Proceedings of the IEEE International Workshop on Machine Learning for Signal Processing, 2013

On the robustness of distributed EM based BSS in asynchronous distributed microphone array scenarios.
Proceedings of the INTERSPEECH 2013, 2013

Blind source separation using spatially distributed microphones based on microphone-location dependent source activities.
Proceedings of the INTERSPEECH 2013, 2013

An integration of source location cues for speech clustering in distributed microphone arrays.
Proceedings of the IEEE International Conference on Acoustics, 2013

Coupling beamforming with spatial and spectral feature based spectral enhancement and its application to meeting recognition.
Proceedings of the IEEE International Conference on Acoustics, 2013

2012
A Perspective on Differential Microphone Arrays in the Context of Noise Reduction.
IEEE Trans. Speech Audio Process., 2012

Noise Power Spectral Density Tracking: A Maximum Likelihood Perspective.
IEEE Signal Process. Lett., 2012

Distributed microphone array processing for speech source separation with classifier fusion.
Proceedings of the IEEE International Workshop on Machine Learning for Signal Processing, 2012

Example-based speech enhancement with joint utilization of spatial, spectral & temporal cues of speech and noise.
Proceedings of the INTERSPEECH 2012, 2012

A multichannel MMSE-based framework for joint blind source separation and noise reduction.
Proceedings of the 2012 IEEE International Conference on Acoustics, 2012

2011
An Integrated Solution for Online Multichannel Noise Tracking and Reduction.
IEEE Trans. Speech Audio Process., 2011

A Multichannel Feature-Based Processing for Robust Speech Recognition.
Proceedings of the INTERSPEECH 2011, 2011

Single Channel Dereverberation Using Example-Based Speech Enhancement with Uncertainty Decoding Technique.
Proceedings of the INTERSPEECH 2011, 2011

2010
A study of the LCMV and MVDR noise reduction filters.
IEEE Trans. Signal Process., 2010

Gaussian Model-Based Multichannel Speech Presence Probability.
IEEE Trans. Speech Audio Process., 2010

Broadband Source Localization From an Eigenanalysis Perspective.
IEEE Trans. Speech Audio Process., 2010

On Optimal Frequency-Domain Multichannel Linear Filtering for Noise Reduction.
IEEE Trans. Speech Audio Process., 2010

On the Global Output SNR of the Parameterized Frequency-Domain Multichannel Noise Reduction Wiener Filter.
IEEE Signal Process. Lett., 2010

Linear filtering for noise reduction and interference rejection.
Proceedings of the IEEE International Conference on Acoustics, 2010

Eigenanalysis-based broadband source localization.
Proceedings of the IEEE International Conference on Acoustics, 2010

2009
Robust Doppler spread estimation in the presence of a residual carrier frequency offset.
IEEE Trans. Signal Process., 2009

On optimal beamforming for noise reduction and interference rejection.
Proceedings of the IEEE Workshop on Applications of Signal Processing to Audio and Acoustics, 2009

Optimal joint linear acoustic echo cancelation and blind source separation in the presence of loudspeaker nonlinearity.
Proceedings of the 2009 IEEE International Conference on Multimedia and Expo, 2009

New insights into non-causal multichannel linear filtering for noise reduction.
Proceedings of the IEEE International Conference on Acoustics, 2009

2008
A Two-Stage Approach to Estimate the Angles of Arrival and the Angular Spreads of Locally Scattered Sources.
IEEE Trans. Signal Process., 2008

Microphone arrays for noise reduction with low signal distortion in room acoustics.
Proceedings of the IEEE International Conference on Acoustics, 2008

2007
A two-stage approach to localize spatially distributed sources.
Proceedings of the 9th International Symposium on Signal Processing and Its Applications, 2007

A narrowband approach to blind source separation in convolutive MIMO mixtures.
Proceedings of the 9th International Symposium on Signal Processing and Its Applications, 2007

2006
A New Approach to Blind Separation of Two Sources with Three Sensors.
Proceedings of the 64th IEEE Vehicular Technology Conference, 2006


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