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We present a novel concept of "noncontiguous" audio segmentation by exploiting the high-level music structure. The existing lossless audio compressors working in asymmetrical mode divide the audio into quasi-stationary segments of variable length by recursive splitting (MPEG-4 ALS) or by dynamic programming (asymmetrical OptimFROG) before computing a set of linear prediction coefficients for each segment. Instead, we combine several variable length segments into a group and use a single set of linear prediction coefficients for each group. The optimal algorithm for combining has exponential complexity and we propose a quadratic time approximation algorithm. Integrated into asymmetrical OptimFROG, the proposed algorithm obtains up to 1.20% (on average 0.23%) compression improvements with no increase in decoder complexity.
Author (s): Ghido, Florin;
Affiliation:
Tampere University of Technology, Eampere, Finland
(See document for exact affiliation information.)
AES Convention: 128
Paper Number:8097
Publication Date:
2010-05-06
Session subject:
Audio Coding and Compression
DOI:
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Ghido, Florin; 2010; Exploiting High-Level Music Structure for Lossless Audio Compression [PDF]; Tampere University of Technology, Eampere, Finland; Paper 8097; Available from: https://aes.org/publications/elibrary-page/?id=15394
Ghido, Florin; Exploiting High-Level Music Structure for Lossless Audio Compression [PDF]; Tampere University of Technology, Eampere, Finland; Paper 8097; 2010 Available: https://aes.org/publications/elibrary-page/?id=15394
@inproceedings{Ghido2010exploiting,
title={{Exploiting High-Level Music Structure for Lossless Audio Compression}},
author={Ghido, Florin},
year={2010},
month={may},
booktitle={Journal of the Audio Engineering Society},
publisher={Paper 8097; AES Convention 128; May 2010},
number={8097},
organization={AES},
}
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