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HRTF compression via principal components analysis and vector quantization

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Indexed by:期刊论文

Date of Publication:2008-05-10

Journal:IEICE ELECTRONICS EXPRESS

Included Journals:SCIE、EI

Volume:5

Issue:9

Page Number:321-325

ISSN No.:1349-2543

Key Words:HRTF; data compression; principal components analysis; vector quantization

Abstract:The computation burden and the huge memory size of the head-related transfer function (HRTF) database challenge the practical application of 3D sound system. This paper therefore proposes a novel method which employs principal components analysis and vector quantization jointly to reduce the size of HRTF set in 3D sound system. Numerical experiment results demonstrate that the proposed method can save the storage space greatly with little localization performance degradation.

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