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A Proper Version of Synthesis-Based Sparse Audio Declipper

Citation Author(s):
Pavel Záviška, Pavel Rajmic, Ondřej Mokrý and Zdeněk Průša
Submitted by:
Pavel Zaviska
Last updated:
9 May 2019 - 7:45am
Document Type:
Poster
Document Year:
2019
Event:
Presenters:
Pavel Záviška
Paper Code:
3487

Abstract

Methods based on sparse representation have found great use in the recovery of audio signals degraded by clipping. The state of the art in declipping within the sparsity-based approaches has been achieved by the SPADE algorithm by Kitić et. al. (LVA/ICA’15). Our recent study (LVA/ICA’18) has shown that although the original S-SPADE can be improved such that it converges faster than the A-SPADE, the restoration quality is significantly worse. In the present paper, we propose a new version of S-SPADE. Experiments show that the novel version of S-SPADE outperforms its old version in terms of restoration quality, and that it is comparable with the A-SPADE while being even slightly faster than A-SPADE.

URL: https://ieeexplore.ieee.org/document/8682348

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