Research output per year
Research output per year
Personal profile
About Me
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.
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
Education/Academic qualification
הנדסת אלקטרוניקה
Oct 1995 → Oct 2000
הנדסת אלקטרוניקה
Nov 1993 → May 1995
הנדסת אלקטרוניקה, Bachelor
Oct 1982 → Aug 1986
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Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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Audio Signal Processing in the 21st Century: The important outcomes of the past 25 years
Richard, G., Smaragdis, P., Gannot, S., Naylor, P. A., Makino, S., Kellermann, W. & Sugiyama, A., 1 Jul 2023, In: IEEE Signal Processing Magazine. 40, 5, p. 12-26 15 p.Research output: Contribution to journal › Article › peer-review
Open Access1 Scopus citations -
Training-Based Multiple Source Tracking Using Manifold-Learning and Recursive Expectation-Maximization
Bross, A. & Gannot, S., 2023, In: IEEE/ACM Transactions on Audio Speech and Language Processing. 31, p. 1124-1140 17 p.Research output: Contribution to journal › Article › peer-review
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A Class of Pareto Optimal Binaural Beamformers
Hadad, E., Doclo, S., Nordholm, S. & Gannot, S., 2022, In: IEEE/ACM Transactions on Audio Speech and Language Processing. 30, p. 2612-2628 17 p.Research output: Contribution to journal › Article › peer-review
2 Scopus citations -
CLOSED-FORM SINGLE SOURCE DIRECTION-OF-ARRIVAL ESTIMATOR USING FIRST-ORDER RELATIVE HARMONIC COEFFICIENTS
Hu, Y. & Gannot, S., 2022, 2022 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2022 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 726-730 5 p. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings; vol. 2022-May).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
2 Scopus citations -
Comparison of Learning-Based DOA Estimation Between SH Domain Features
Hu, Y. & Gannot, S., 2022, 30th European Signal Processing Conference, EUSIPCO 2022 - Proceedings. European Signal Processing Conference, EUSIPCO, p. 329-333 5 p. (European Signal Processing Conference; vol. 2022-August).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Prizes
Activities
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Fraunhofer IIS and Friedrich-Alexander University
Sharon Gannot (Visiting researcher)
1 Jan 2016Activity: Visiting an external institution › Visiting an external academic institution
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Starkey Hearing Technology
Sharon Gannot (Visiting researcher)
1 Mar 2014 → 1 May 2014Activity: Visiting an external institution › Visiting an external academic institution
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INRIA Grenoble, Rhone-Alps
Sharon Gannot (Visiting researcher)
1 Feb 2014Activity: Visiting an external institution › Visiting an external academic institution
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TU Berlin
Sharon Gannot (Visiting researcher)
1 Jan 2013Activity: Visiting an external institution › Visiting an external academic institution
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Institute of Information Technology and Electronics
Sharon Gannot (Visiting researcher)
1 Apr 2013Activity: Visiting an external institution › Visiting an external academic institution
Thesis
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Algorithms for single microphone speech enhancement
Author: Gannot, S., 1995Supervisor: Weinstein, E. (External person) (Supervisor)
Student thesis: Thesis