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Mehrez Souden
Mehrez Souden
Sr. Manager, Apple Inc.
Adresă de e-mail confirmată pe gatech.edu
Titlu
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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
3502009
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
1632010
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
1622019
Detecting a trigger of a digital assistant
Y Kim, J Bridle, JD Atkins, F Li, M Souden
US Patent App. 15/920,091, 2018
1472018
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
1312011
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
1202013
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. 16/181,138, 2019
882019
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
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
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
432019
Deep learning driven multi-channel filtering for speech enhancement
J Wung, M Souden, R Pishehvar, JD Atkins
US Patent 10,546,593, 2020
382020
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
382011
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
382009
Detecting a trigger of a digital assistant
Y Kim, J Bridle, JD Atkins, F Li, M Souden
US Patent 11,532,306, 2022
372022
Acoustic environment aware stream selection for multi-stream speech recognition
F Li, M Souden, JD Atkins, J Bridle, CP Clark, SH Shum, SS Kajarekar, ...
US Patent App. 16/368,403, 2020
322020
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
282013
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
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
252013
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
222013
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