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We present an algorithm for end to end declipping, which includes clipping detection and the replacement of clipped samples. To detect regions of clipping, we analyze the signal’s amplitude histogram and the shape of the signal in the time-domain. The sample replacement algorithm uses a two-pass approach: short regions of clipping are replaced in the time-domain and long regions of clipping are replaced in the frequency-domain. The algorithm is robust against different types of clipping and is efficient compared to existing approaches. The algorithm has been implemented in an open source JavaScript client-side web application. Clipping detection is shown to give an f-measure of 0.92 and is robust to the clipping level.
Author (s): Laguna, Christopher; Lerch, Alexander
Affiliation:
Georgia Institute of Technology, Atlanta, GA, USA
(See document for exact affiliation information.)
AES Convention: 141
Paper Number:9682
Publication Date:
2016-09-06
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Session subject:
Signal Processing
Permalink: https://aes2.org/publications/elibrary-page/?id=18486
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Laguna, Christopher; Lerch, Alexander; 2016; An Efficient Algorithm for Clipping Detection and Declipping Audio [PDF]; Georgia Institute of Technology, Atlanta, GA, USA; Paper 9682; Available from: https://aes2.org/publications/elibrary-page/?id=18486
Laguna, Christopher; Lerch, Alexander; An Efficient Algorithm for Clipping Detection and Declipping Audio [PDF]; Georgia Institute of Technology, Atlanta, GA, USA; Paper 9682; 2016 Available: https://aes2.org/publications/elibrary-page/?id=18486