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Mehrez Souden
Mehrez Souden
Tech Lead and Manager, Apple Inc.
Geverifieerd e-mailadres voor gatech.edu
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On optimal frequency-domain multichannel linear filtering for noise reduction
M Souden, J Benesty, S Affes
IEEE Transactions on audio, speech, and language processing 18 (2), 260-276, 2009
3082009
A study of the LCMV and MVDR noise reduction filters
M Souden, J Benesty, S Affes
IEEE Transactions on Signal Processing 58 (9), 4925-4935, 2010
1492010
Speech processing for digital home assistants: Combining signal processing with deep-learning techniques
R Haeb-Umbach, S Watanabe, T Nakatani, M Bacchiani, B Hoffmeister, ...
IEEE Signal processing magazine 36 (6), 111-124, 2019
1312019
An integrated solution for online multichannel noise tracking and reduction
M Souden, J Chen, J Benesty, S Affes
IEEE Transactions on Audio, Speech, and Language Processing 19 (7), 2159-2169, 2011
1292011
A multichannel MMSE-based framework for speech source separation and noise reduction
M Souden, S Araki, K Kinoshita, T Nakatani, H Sawada
IEEE Transactions on Audio, Speech, and Language Processing 21 (9), 1913-1928, 2013
1172013
Gaussian model-based multichannel speech presence probability
M Souden, J Chen, J Benesty, S Affes
IEEE Transactions on Audio, Speech, and Language Processing 18 (5), 1072-1077, 2009
1022009
Detecting a trigger of a digital assistant
Y Kim, J Bridle, JD Atkins, F Li, M Souden
US Patent App. 15/920,091, 2018
842018
A two-stage approach to estimate the angles of arrival and the angular spreads of locally scattered sources
M Souden, S Affes, J Benesty
IEEE Transactions on Signal Processing 56 (5), 1968-1983, 2008
732008
Detecting a trigger of a digital assistant
Y Kim, J Bridle, JD Atkins, F Li, M Souden
US Patent App. 16/181,138, 2019
532019
Robust Doppler spread estimation in the presence of a residual carrier frequency offset
M Souden, S Affes, J Benesty, R Bahroun
IEEE Transactions on Signal processing 57 (10), 4148-4153, 2009
452009
Speech recognition in the presence of highly non-stationary noise based on spatial, spectral and temporal speech/noise modeling combined with dynamic variance adaptation
M Delcroix, K Kinoshita, T Nakatani, S Araki, A Ogawa, T Hori, ...
Machine Listening in Multisource Environments, 2011
372011
Broadband source localization from an eigenanalysis perspective
M Souden, J Benesty, S Affes
IEEE transactions on Audio, Speech, and Language processing 18 (6), 1575-1587, 2009
372009
Speech recognition in living rooms: Integrated speech enhancement and recognition system based on spatial, spectral and temporal modeling of sounds
M Delcroix, K Kinoshita, T Nakatani, S Araki, A Ogawa, T Hori, ...
Computer Speech & Language 27 (3), 851-873, 2013
272013
Location feature integration for clustering-based speech separation in distributed microphone arrays
M Souden, K Kinoshita, M Delcroix, T Nakatani
IEEE/ACM Transactions on Audio, Speech, and Language Processing 22 (2), 354-367, 2013
262013
A perspective on differential microphone arrays in the context of noise reduction
J Benesty, M Souden, Y Huang
IEEE transactions on audio, speech, and language processing 20 (2), 699-704, 2011
262011
An integration of source location cues for speech clustering in distributed microphone arrays
M Souden, K Kinoshita, T Nakatani
2013 IEEE International Conference on Acoustics, Speech and Signal …, 2013
232013
Distributed microphone array processing for speech source separation with classifier fusion
M Souden, K Kinoshita, M Delcroix, T Nakatani
2012 IEEE International Workshop on Machine Learning for Signal Processing, 1-6, 2012
222012
Noise power spectral density tracking: A maximum likelihood perspective
M Souden, M Delcroix, K Kinoshita, T Yoshioka, T Nakatani
IEEE Signal Processing Letters 19 (8), 495-498, 2012
222012
Multi-channel speech signal enhancement for robust voice trigger detection and automatic speech recognition
J Wung, JD Atkins, R Pishehvar, M Souden
US Patent 10,403,299, 2019
182019
A perspective on multichannel noise reduction in the time domain
J Benesty, M Souden, J Chen
Applied acoustics 74 (3), 343-355, 2013
152013
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