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This paper introduces a Perceptual Matching Pursuit (PMP) algorithm for audio coding. A masking model has been developed and integrated into the matching pursuit algorithm to account for the characteristics of the hearing system. By doing so, only an audible kernel is extracted at each iteration. Moreover, contrary to the matching pursuit algorithm, PMP will stop decomposing an audio signal once there is no audible part left in the residual. We have used ITU-R PEAQ to compare audio materials decomposed by PMP and by matching pursuit. Objective scores for PMP increase by up to 1 unit. A semi-formal listening test has verified the objective scores and shown the perceptual superiority of PMP over the matching pursuit algorithm.
Author (s): Lahdili, Hassan;
Najaf-Zadeh, Hossein;
Pichevar, Ramin;
Thibault, Louis;
Affiliation:
Communications Research Centre Canada
(See document for exact affiliation information.)
AES Convention: 124
Paper Number:7483
Publication Date:
2008-05-06
Session subject:
Low Bit-Rate Audio Coding
DOI:
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Lahdili, Hassan; Najaf-Zadeh, Hossein; Pichevar, Ramin; Thibault, Louis; 2008; Perceptual Matching Pursuit for Audio Coding [PDF]; Communications Research Centre Canada; Paper 7483; Available from: https://aes.org/publications/elibrary-page/?id=14613
Lahdili, Hassan; Najaf-Zadeh, Hossein; Pichevar, Ramin; Thibault, Louis; Perceptual Matching Pursuit for Audio Coding [PDF]; Communications Research Centre Canada; Paper 7483; 2008 Available: https://aes.org/publications/elibrary-page/?id=14613
@inproceedings{Lahdili2008perceptual,
title={{Perceptual Matching Pursuit for Audio Coding}},
author={Lahdili, Hassan and Najaf-Zadeh, Hossein and Pichevar, Ramin and Thibault, Louis},
year={2008},
month={may},
booktitle={Journal of the Audio Engineering Society},
publisher={Paper 7483; AES Convention 124; May 2008},
number={7483},
organization={AES},
}
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