Personal profile
Research interests
Vice Dean of Research, Head the Data Engineering Program, Head of the Signal Processing Track in the Electrical Engineering Program, Head of the Graduate Program in Information Processing and Data Science, Head of The Joint EE and Music Program
Personal Biographical Information
I received my B.Sc. degree (summa cum laude) from the Technion-Israel Institute of Technology, Haifa, Israel in 1986 and the M.Sc. (cum laude) and Ph.D. degrees from Tel-Aviv University, Israel in 1995 and 2000, respectively, all in electrical engineering. In 2001 I held a post-doctoral position at the department of Electrical Engineering (ESAT-SISTA) at K.U.Leuven, Belgium. From 2002 to 2003 I held a research and teaching position at the Faculty of Electrical Engineering, Technion-Israel Institute of Technology, Haifa, Israel. Currently, I am a Full Professor at the Faculty of Engineering, Bar-Ilan University, Israel. I am the recipient of Bar-Ilan University outstanding lecturer award for 2010 and 2014. I am also a co-recipient of eight best paper awards. Faculty Responsibilities I am heading the Speech and Signal Processing laboratories at the Faculty of Engineering at Bar-Ilan and the Signal Processing Track. The Speech & Acoustics Lab, characterized by controllable reverberation time and equipped with state-of-the-art multi-channel transmission and acquisition and measurement capabilities, was inaugurated in 2009. I am also serving as the head of the Signal Processing Track, the head of the MSc program on Information Processing and Data Science, and the head of the Advanced Studies Committee at the Faculty of Engineering. I teach the courses: Stochastic Algorithms for Signal Processing; Advanced lab in Signal Processing; Discrete-time Signal Processing 2; Speech Processing; and Array Processing.
Review and Editing
I have served as an Associate Editor of the EURASIP Journal of Advances in Signal Processing in 2003–2012, and as an Editor of several special issues on multi-microphone speech processing of the same journal. He has also served as a Guest Editor of the ELSEVIER Speech Communication and Signal Processing journals. He has served as an Associate Editor of the IEEE Transactions on Audio, Speech, and Language Processing in 2009–2013, and an area chair for the same journal 2013-2017. Currently, he serves as a moderator for arXiv in the field of audio and speech processing. I also serves as a reviewer of many IEEE journals and conferences. International Activities I am a member of the Audio and Acoustic Signal Processing (AASP) technical committee of the IEEE since Jan., 2010, and serve as the committee chair sine Jan., 2017. I am also a member of the Technical and Steering committee of the International Workshop on Acoustic Signal Enhancement (IWAENC) since 2005 and was the general co-chair of IWAENC 2010 held in Tel-Aviv, Israel in August 2010. I have also served as the general co-chair of the IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA) held in October 2013, in New Paltz, NY, USA. I was selected to present tutorial sessions at the International Conference on Acoustics, Speech, and Signal Processing (ICASSP) 2012, European Signal Processing Conference (EUSIPCO) 2012, ICASSP 2013 and EUSIPCO 2013, and keynote addresses at IWAENC 2012 and LVA/ICA 2017.
Research Interests
My research interests include parameter estimation, statistical signal processing and speech processing, e.g. 1) Single microphone speech enhancement and source separation; 2) Array processing techniques for source localization and acquisition and noise reduction with application to speech enhancement, echo cancellation and speaker localization and speaker extraction and separation; 3) Linear and nonlinear optimal filtering; 4) Recursive Bayesian and non-Bayesian estimators with application to speech processing; 5) Speech Processing for Hearing Aid Devices; 6) Distributed algorithms for wireless and ad hoc microphone arrays; and 7) Data-driven methods (e.g. manifold learning and deep learning) in speech processing.
Research interests include parameter estimation, statistical signal processing and speech processing, e.g.
- Single microphone speech enhancement and source separation;
- Array processing techniques for source localization and acquisition and noise reduction with application to speech enhancement, echo cancellation and speaker localization and speaker extraction and separation;
- Linear and nonlinear optimal filtering;
- Recursive Bayesian and non-Bayesian estimators with application to speech processing;
- Speech Processing for Hearing Aid Devices;
- Distributed algorithms for wireless and ad hoc microphone arrays; and
- Data-driven methods (e.g. manifold learning and deep learning) in speech processing.
Applications include human listening, hearing aids, smart devices, and robot audition.
Education/Academic qualification
PhD, Tel Aviv University
Oct 1995 → Oct 2000
Award Date: 1 Oct 2000
Master, Tel Aviv University
Nov 1993 → May 1995
Award Date: 1 May 1995
Bachelor
Oct 1982 → Aug 1986
Award Date: 1 Aug 1986
Research
- תחומי מחקר
- למידת מכונה ולמידה עמוקה
- אלגוריתמים מבוזרים לרשתות מיקרופונים
- Fields of Interest
- Machine Learning
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Collaborations and top research areas from the last five years
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Multi-Microphone Speech Emotion Recognition Using the Hierarchical Token-Semantic Audio Transformer Architecture
Cohen, O., Hazan, G. & Gannot, S., 2025, 2025 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2025 - Proceedings. Rao, B. D., Trancoso, I., Sharma, G. & Mehta, N. B. (eds.). Institute of Electrical and Electronics Engineers Inc., (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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Single-microphone speaker separation and voice activity detection in noisy and reverberant environments
Opochinsky, R., Moradi, M. & Gannot, S., Dec 2025, In: Eurasip Journal on Audio, Speech, and Music Processing. 2025, 1, 18.Research output: Contribution to journal › Article › peer-review
Open Access -
Auditory attention decoding based on neural-network for binaural beamforming applications
Gueta, R., Zion-Golumbic, E., Goldberger, J. & Gannot, S., 2024, In: Frontiers in Signal Processing. 4, 1432298.Research output: Contribution to journal › Article › peer-review
Open Access -
COMPARISON OF FREQUENCY-FUSION MECHANISMS FOR BINAURAL DIRECTION-OF-ARRIVAL ESTIMATION FOR MULTIPLE SPEAKERS
Fejgin, D., Hadad, E., Gannot, S., Koldovský, Z. & Doclo, S., 2024, 2024 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2024 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 731-735 5 p. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Open Access -
Concurrent Speaker Detection: A Multi-microphone Transformer-Based Approach
Eliav, A. & Gannot, S., 2024, 32nd European Signal Processing Conference, EUSIPCO 2024 - Proceedings. p. 897-901 5 p. (European Signal Processing Conference).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review