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Enhanced principal component using polar coordinate PCA for stereo audio coding

  • Shi Dong*
  • , Ruimin Hu
  • , Weiping Tu
  • , Xiang Zheng
  • , Junjun Jiang
  • , Song Wang
  • *Corresponding author for this work
  • Wuhan University

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

Abstract

High efficiency audio compression is the basic technology in audio involved multimedia application. Down mixing and parametric coding are efficient coding scheme with widely applications in some up to date audio codecs such as PS in EAAC+ and MPEG-Surround, and PCA stereo coding followed this idea to map two channels to one channel with maximum energy and parameterize the secondary channel. This paper investigates the conventional PCA method performance under general stereo model with multiple sound sources and different directions, and then proposes a Polar Coordinate based PCA (PC-PCA) stereo coding method. It has been proved that when multiple sound sources exist with different directions, proposed method is better than the conventional PCA method in certain conditions. A stereo codec based on PC-PCA has also been proposed to validate the performance improvement of proposed method.

Original languageEnglish
Title of host publicationProceedings - 2012 IEEE International Conference on Multimedia and Expo, ICME 2012
PublisherIEEE Computer Society
Pages628-633
Number of pages6
ISBN (Print)9781467316590
DOIs
StatePublished - 2012
Externally publishedYes
Event13th IEEE International Conference on Multimedia and Expo, ICME 2012 - Melbourne, VIC, Australia
Duration: 9 Jul 201213 Jul 2012

Publication series

NameProceedings - IEEE International Conference on Multimedia and Expo
ISSN (Print)1945-7871
ISSN (Electronic)1945-788X

Conference

Conference13th IEEE International Conference on Multimedia and Expo, ICME 2012
Country/TerritoryAustralia
CityMelbourne, VIC
Period9/07/1213/07/12

Keywords

  • Audio compression
  • PCA
  • Stereo audio

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