A new selection method of anthropometric parameters in individualizing head-related impulse responses

被引:0
|
作者
Hugeng [1 ]
Wahab, Wahidin [2 ]
Gunawan, Dadang [2 ]
机构
[1] Department of Computer Engineering, Universitas Multimedia Nusantara (UMN), Jl. Scientia Boulevard, Gading Serpong, Tangerang, Indonesia
[2] Department of Electrical Engineering, Universitas Indonesia (UI), Kampus Baru UI, Depok, Indonesia
关键词
Anthropometric parameters - Head-related impulse response - HRIR individualization - Linear combinations - Multiple linear regression models - Multiple regression analysis - Orthonormal basis functions - Principal components analysis;
D O I
10.12928/TELKOMNIKA.v13i3.1792
中图分类号
学科分类号
摘要
A trend issue in modeling head-related impulse responses (HRIRs) is how to individualize HRIRs models that are convenient for a particular listener. The objective of this research is to show a robust selection method of eight anthropometric parameters out of all 27 parameters defined in CIPIC HRTF Database. The proposed selection method is systematically and scientifically acceptable, compared to 'trial and error' method in selecting the parameters. The selected anthropometric parameters of a given listener were applied in establishing multiple linear regression models in order to individualize his/her HRIRs. We modelled the entire minimum phase HRIRs in horizontal plane of 35 subjects using principal components analysis (PCA). The individual minimum phase HRIRs can be estimated adequately by a linear combination of ten orthonormal basis functions. © 2015 Universitas Ahmad Dahlan. All rights reserved.
引用
收藏
页码:1014 / 1020
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