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Filtering out time-frequency areas using Gabor multipliers

Citation Author(s):
Submitted by:
Ama KREME
Last updated:
5 June 2020 - 6:56am
Document Type:
Presentation Slides
Document Year:
Event:
Presenters Name:
A. Marina KREME

Abstract 

Abstract: 

We address the problem of filtering out localized time-frequency components in signals. The problem is formulatedas a minimization of a suitable quadratic form, that involves adata fidelity term on the short-time Fourier transform outsidethe support of the undesired component, and an energy pe-nalization term inside the support. The minimization yields alinear system whose solution can be expressed in closed formusing Gabor multipliers. We provide an analysis of the solu-tion and its approximation by truncated eigenvalue expansion,and illustrate its performance on synthetic mixtures of audiosignals. The proposed approach outperforms approaches thatare routinely used in applications.

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icassp_2020_Mkreme.pdf

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