A compact representation of the head-related transfer function inspired by the wavelet transform on the sphere

被引:3
作者
Trevino, Jorge [1 ,2 ]
Hu, Shichao [1 ,2 ]
Salvador, Cesar [1 ,2 ]
Sakamoto, Shuichi [1 ,2 ]
Li, Junfeng [3 ]
Suzuki, Yoiti [1 ,2 ]
机构
[1] Tohoku Univ, Grad Sch Informat Sci, Sendai, Miyagi 9808577, Japan
[2] Tohoku Univ, Elect Commun Res Inst, Sendai, Miyagi 9808577, Japan
[3] Chinese Acad Sci, Inst Acoust, Beijing 100190, Peoples R China
来源
2015 INTERNATIONAL CONFERENCE ON INTELLIGENT INFORMATION HIDING AND MULTIMEDIA SIGNAL PROCESSING (IIH-MSP) | 2015年
关键词
head-related transfer function; wavelet transform; functions on the sphere; compression;
D O I
10.1109/IIH-MSP.2015.108
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
The head-related transfer function (HRTF) characterizes the propagation of sound from its source to the listener's ears. It is commonly used in the research of spatial sound and its applications. The HRTF takes different values depending on the source's position relative to the listener and its frequency. Storing its values directly results in considerably large data sets. Previous research to encode the HRTF using harmonic functions cannot handle local features efficiently. This paper advances a new analysis method to represent raw HRTF data using local functions of the azimuth and elevation angles. The proposal treats features of different scales separately, in a manner similar to the wavelet transform. This allows us to compress HRTF data considerably while accurately preserving its features at all scales. The proposal yields better accuracy than harmonic analysis methods for the finer spatial patterns; this holds even when our method uses more aggressive compression.
引用
收藏
页码:372 / 375
页数:4
相关论文
共 10 条
  • [1] Blauert Jens, 1997, SPATIAL HEARING PSYC
  • [2] Daubechies I, 1992, Lectures on Wavelets, V61
  • [3] Duraiswami R, 2004, 2004 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH, AND SIGNAL PROCESSING, VOL IV, PROCEEDINGS, P45
  • [4] Analyzing head-related transfer function measurements using surface spherical harmonics
    Evans, MJ
    Angus, JAS
    Tew, AI
    [J]. JOURNAL OF THE ACOUSTICAL SOCIETY OF AMERICA, 1998, 104 (04) : 2400 - 2411
  • [5] MOLLER H, 1995, J AUDIO ENG SOC, V43, P300
  • [6] Morimoto M., 1975, P SPRING M AC SOC JP, P137
  • [7] Fast calculation system specialized for head-related transfer function based on boundary element method
    Otani, Makoto
    Ise, Shiro
    [J]. JOURNAL OF THE ACOUSTICAL SOCIETY OF AMERICA, 2006, 119 (05) : 2589 - 2598
  • [8] Calculation of Head-Related Transfer Functions for Arbitrary Field Points Using Spherical Harmonics Decomposition
    Pollow, Martin
    Khoa-Van Nguyen
    Warusfel, Olivier
    Carpentier, Thibaut
    Mueller-Trapet, Markus
    Vorlaender, Michael
    Noisternig, Markus
    [J]. ACTA ACUSTICA UNITED WITH ACUSTICA, 2012, 98 (01) : 72 - 82
  • [9] Dataset of head-related transfer functions measured with a circular loudspeaker array
    Watanabe, Kanji
    Iwaya, Yukio
    Suzuki, Yoiti
    Takane, Shouichi
    Sato, Sojun
    [J]. ACOUSTICAL SCIENCE AND TECHNOLOGY, 2014, 35 (03) : 159 - 165
  • [10] Williams E.G., 1999, FOURIER ACOUSTICS SO