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This paper explores robustness issues for real-time audio transmission over perturbed networks where multiple paths can be considered. Conjugate Vector Quantization (CVQ), a form of Multiple Description Coding, can improve the resilience to packet losses. This work presents a generalized CVQ structure, where K>2 different conjugate codebooks are trained to create the best resulting codebook. Experiments show that 4-description CVQ performs very closely to unconstrained VQ in clear channel conditions, while providing significant improvements in lossy channels. We also present a fast search algorithm which allows tradeoffs between computational complexity and memory storage at the encoder. This robust quantization scheme can encode sensitive information such as spectral coefficients in a speech coder or a perceptual audio coder.
Author (s): Cherkaoui, Soumaya;
Kwong, Mylene;
Lefebvre, Roch;
Affiliation:
Université de Sherbrooke
(See document for exact affiliation information.)
AES Convention: 122
Paper Number:7083
Publication Date:
2007-05-06
Session subject:
Low Bit-Rate Audio Coding
DOI:
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Cherkaoui, Soumaya; Kwong, Mylene; Lefebvre, Roch; 2007; Multiple Description Coding for Audio Transmission Using Conjugate Vector Quantization [PDF]; Université de Sherbrooke; Paper 7083; Available from: https://aes.org/publications/elibrary-page/?id=14068
Cherkaoui, Soumaya; Kwong, Mylene; Lefebvre, Roch; Multiple Description Coding for Audio Transmission Using Conjugate Vector Quantization [PDF]; Université de Sherbrooke; Paper 7083; 2007 Available: https://aes.org/publications/elibrary-page/?id=14068
@inproceedings{Cherkaoui2007multiple,
title={{Multiple Description Coding for Audio Transmission Using Conjugate Vector Quantization}},
author={Cherkaoui, Soumaya and Kwong, Mylene and Lefebvre, Roch},
year={2007},
month={may},
booktitle={Journal of the Audio Engineering Society},
publisher={Paper 7083; AES Convention 122; May 2007},
number={7083},
organization={AES},
}
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