Title :
Common Factor Decomposition of HRTF with efficient IIR modeling of directional factors
Author :
Wang, Zhixin ; Chan, Cheung Fat
Author_Institution :
City Univ. of Hong Kong, Kowloon, China
Abstract :
In this paper, an algorithm to decompose Head-Related impulse response(HRIR) into the convolution of two factor responses is presented. By this Common Factor Decomposition (CFD) algorithm a group of HRIRs can share a common factor(CF) response while differ only in the other factor response which carries all directional information. The directional factor(DF) response is modeled as infinite impulse response (I-IR) filter in order to reduce storage. The CF is further represented as IIR filter using Balanced Model Truncation(BMT) algorithm to reduce the computation complexity. The proposed method is shown to be computation and storage efficient for virtual 3D sound synthesis.
Keywords :
IIR filters; acoustic signal processing; computational complexity; matrix algebra; signal synthesis; transient response; BMT algorithm; CFD algorithm; DF responce; HRTF; balanced model truncation algorithm; common factor decomposition algorithm; common factor response; computational complexity; directional factor response; directional factors; efficient IIR modeling; head-related impulse response decomposition; infinite impulse response filter; virtual 3D sound synthesis; Algorithm design and analysis; Complexity theory; Computational fluid dynamics; Computational modeling; Finite impulse response filter; Interpolation; Signal processing algorithms; 3D sound; BMT; CFD; HRIR; IIR;
Conference_Titel :
Signal Processing Conference (EUSIPCO), 2012 Proceedings of the 20th European
Conference_Location :
Bucharest
Print_ISBN :
978-1-4673-1068-0