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ORCIDMehrez Souden
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2020 – today
- 2024
[c25]Clara Borrelli, James Rae, Dogac Basaran, Matt McVicar, Mehrez Souden, Matthias Mauch:
Resource-Constrained Stereo Singing Voice Cancellation. ICASSP 2024: 436-440- [i3]Clara Borrelli, James Rae, Dogac Basaran, Matt McVicar, Mehrez Souden, Matthias Mauch:
Resource-constrained stereo singing voice cancellation. CoRR abs/2401.12068 (2024) - [i2]Krishna Subramani, Paris Smaragdis, Takuya Higuchi, Mehrez Souden:
Rethinking Non-Negative Matrix Factorization with Implicit Neural Representations. CoRR abs/2404.04439 (2024) - 2021
- [c24]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: 6848-6852 - [i1]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 abs/2102.09666 (2021) - 2020
- [j16]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: 3559-3574 (2020)
2010 – 2019
- 2019
- [j15]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): 111-124 (2019) - 2014
- [j14]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): 354-367 (2014) - [j13]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): 2127-2142 (2014) - [c23]Mehrez Souden, Jason Wung, Biing-Hwang Fred Juang:
A blind source separation criterion where approximate disjointness meets independent component analysis. GlobalSIP 2014: 532-536 - [c22]Mehrez Souden, Biing-Hwang Fred Juang:
Model matching for signal enhancement. GlobalSIP 2014: 542-546 - 2013
- [j12]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): 851-873 (2013) - [j11]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): 1913-1928 (2013) - [c21]Mehrez Souden, Keisuke Kinoshita, Tomohiro Nakatani:
An integration of source location cues for speech clustering in distributed microphone arrays. ICASSP 2013: 111-115 - [c20]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: 7249-7253 - [c19]Keisuke Kinoshita, Mehrez Souden, Tomohiro Nakatani:
Blind source separation using spatially distributed microphones based on microphone-location dependent source activities. INTERSPEECH 2013: 822-826 - [c18]Yasufumi Uezu, Keisuke Kinoshita, Mehrez Souden, Tomohiro Nakatani:
On the robustness of distributed EM based BSS in asynchronous distributed microphone array scenarios. INTERSPEECH 2013: 3298-3302 - [c17]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: 1-6 - [c16]Mehrez Souden, Jason Wung, Biing-Hwang Fred Juang:
A probabilistic approach to acoustic echo clustering and suppression. WASPAA 2013: 1-4 - [c15]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: 1-4 - 2012
- [j10]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): 495-498 (2012) - [j9]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): 699-704 (2012) - [c14]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: 109-112 - [c13]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: 1926-1929 - [c12]Mehrez Souden, Keisuke Kinoshita, Marc Delcroix, Tomohiro Nakatani:
Distributed microphone array processing for speech source separation with classifier fusion. MLSP 2012: 1-6 - 2011
- [j8]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): 2159-2169 (2011) - [c11]Keisuke Kinoshita, Mehrez Souden, Marc Delcroix, Tomohiro Nakatani:
Single Channel Dereverberation Using Example-Based Speech Enhancement with Uncertainty Decoding Technique. INTERSPEECH 2011: 197-200 - [c10]Mehrez Souden, Keisuke Kinoshita, Marc Delcroix, Tomohiro Nakatani:
A Multichannel Feature-Based Processing for Robust Speech Recognition. INTERSPEECH 2011: 689-692 - 2010
- [j7]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): 425-428 (2010) - [j6]Mehrez Souden, Jacob Benesty, Sofiène Affes:
On Optimal Frequency-Domain Multichannel Linear Filtering for Noise Reduction. IEEE Trans. Speech Audio Process. 18(2): 260-276 (2010) - [j5]Mehrez Souden, Jingdong Chen, Jacob Benesty, Sofiène Affes:
Gaussian Model-Based Multichannel Speech Presence Probability. IEEE Trans. Speech Audio Process. 18(5): 1072-1077 (2010) - [j4]Mehrez Souden, Jacob Benesty, Sofiène Affes:
Broadband Source Localization From an Eigenanalysis Perspective. IEEE Trans. Speech Audio Process. 18(6): 1575-1587 (2010) - [j3]Mehrez Souden, Jacob Benesty, Sofiène Affes:
A study of the LCMV and MVDR noise reduction filters. IEEE Trans. Signal Process. 58(9): 4925-4935 (2010) - [c9]Mehrez Souden, Jacob Benesty, Sofiène Affes:
Eigenanalysis-based broadband source localization. ICASSP 2010: 81-84 - [c8]Mehrez Souden, Jacob Benesty, Sofiène Affes:
Linear filtering for noise reduction and interference rejection. ICASSP 2010: 89-92
2000 – 2009
- 2009
- [j2]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): 4148-4153 (2009) - [c7]Mehrez Souden, Jacob Benesty, Sofiène Affes:
New insights into non-causal multichannel linear filtering for noise reduction. ICASSP 2009: 141-144 - [c6]Mehrez Souden, Zicheng Liu:
Optimal joint linear acoustic echo cancelation and blind source separation in the presence of loudspeaker nonlinearity. ICME 2009: 117-120 - [c5]Mehrez Souden, Jacob Benesty, Sofiène Affes:
On optimal beamforming for noise reduction and interference rejection. WASPAA 2009: 109-112 - 2008
- [j1]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): 1968-1983 (2008) - [c4]Mehrez Souden, Jacob Benesty, Sofiène Affes:
Microphone arrays for noise reduction with low signal distortion in room acoustics. ICASSP 2008: 77-80 - 2007
- [c3]Sofiène Affes, Mehrez Souden, Jacob Benesty:
A narrowband approach to blind source separation in convolutive MIMO mixtures. ISSPA 2007: 1-4 - [c2]Mehrez Souden, Sofiène Affes, Jacob Benesty:
A two-stage approach to localize spatially distributed sources. ISSPA 2007: 1-4 - 2006
- [c1]Mehrez Souden, Sofiène Affes, Jacob Benesty:
A New Approach to Blind Separation of Two Sources with Three Sensors. VTC Fall 2006: 1-5
Coauthor Index
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