Introduction to Head-Related Transfer Functions (HRTFs): Representations of HRTFs in Time, Frequency, and Space

In this tutorial, head-related transfer functions (HRTFs) are introduced and treated with respect to their role in the synthesis of spatial sound over headphones. HRTFs are formally defined, and are shown to be important in reducing the ambiguity with which the classical duplex theory decodes a free-field sound's spatial location. Typical HRTF measurement strategies are described, and simple applications of HRTFs to headphone-based spatialized sound synthesis are given. By comparing and contrasting representations of HRTFs in the time, frequency, and spatial domains, different analytic and signal processing techniques used to investigate the structure of HRTFs are highlighted.

[1]  N. Fisher,et al.  Statistical Analysis of Circular Data , 1993 .

[2]  Gregory H. Wakefield,et al.  Spatial frequency response surfaces: an alternative visualization tool for head-related transfer functions (HRTFs) , 1999, 1999 IEEE International Conference on Acoustics, Speech, and Signal Processing. Proceedings. ICASSP99 (Cat. No.99CH36258).

[3]  C Trahiotis,et al.  Lateralization of bands of noise as a function of combinations of interaural intensive differences, interaural temporal differences, and bandwidth. , 1994, The Journal of the Acoustical Society of America.

[4]  M. J. D. Powell,et al.  Radial basis functions for multivariable interpolation: a review , 1987 .

[5]  F. Wightman,et al.  The dominant role of low-frequency interaural time differences in sound localization. , 1992, The Journal of the Acoustical Society of America.

[6]  Richard M. Stern,et al.  Lateralization and detection of low‐frequency binaural stimuli: Effects of distribution of internal delay , 1996 .

[7]  S. Abel,et al.  Sound localization. The interaction of aging, hearing loss and hearing protection. , 1996, Scandinavian audiology.

[8]  Jack M. Loomis,et al.  Some research issues in spatial hearing , 1995, Proceedings of 1995 Workshop on Applications of Signal Processing to Audio and Accoustics.

[9]  W M Hartmann,et al.  On the minimum audible angle--a decision theory approach. , 1989, The Journal of the Acoustical Society of America.

[10]  R. H. Gilkey Some considerations for the design of auditory displays , 1995, Proceedings of 1995 Workshop on Applications of Signal Processing to Audio and Accoustics.

[11]  F. Wightman,et al.  A model of head-related transfer functions based on principal components analysis and minimum-phase reconstruction. , 1992, The Journal of the Acoustical Society of America.

[12]  A. Zeiberg,et al.  Lateralization of complex binaural stimuli: a weighted-image model. , 1988, The Journal of the Acoustical Society of America.

[13]  Rick L. Jenison A spherical basis function neural network for approximating acoustic scatter , 1996 .

[14]  Rick L. Jenison,et al.  A comparison of the von Mises and Gaussian basis functions for approximating spherical acoustic scatter , 1995, IEEE Trans. Neural Networks.

[15]  R L Jenison,et al.  Auditory space expansion via linear filtering. , 1991, The Journal of the Acoustical Society of America.

[16]  Simon R. Oldfield,et al.  Acuity of Sound Localisation: A Topography of Auditory Space. II. Pinna Cues Absent , 1984, Perception.

[17]  Michael Alan Blommer Pole-zero modeling and principal component analysis of head-related transfer functions. , 1995 .

[18]  Durand R. Begault,et al.  3-D Sound for Virtual Reality and Multimedia Cambridge , 1994 .

[19]  F L Wightman,et al.  Headphone simulation of free-field listening. II: Psychophysical validation. , 1989, The Journal of the Acoustical Society of America.

[20]  V. Ralph Algazi,et al.  An adaptable ellipsoidal head model for the interaural time difference , 1999, 1999 IEEE International Conference on Acoustics, Speech, and Signal Processing. Proceedings. ICASSP99 (Cat. No.99CH36258).

[21]  D. M. Green,et al.  Directional dependence of interaural envelope delays. , 1990, The Journal of the Acoustical Society of America.

[22]  M. Furst,et al.  A model based approach for normalizing the head related transfer function , 1996, Proceedings of 19th Convention of Electrical and Electronics Engineers in Israel.

[23]  W Noble,et al.  The contribution of head motion cues to localization of low-pass noise , 1997, Perception & psychophysics.

[24]  Gary S. Kendall,et al.  A 3-D Sound Primer: Directional Hearing and Stereo Reproduction , 1995 .

[25]  D Pralong,et al.  The role of individualized headphone calibration for the generation of high fidelity virtual auditory space. , 1996, The Journal of the Acoustical Society of America.

[26]  Yuvi Kahana,et al.  Numerical Modelling of the Transfer Functions of a Dummy-Head and of the External Ear , 1999 .

[27]  J Chen,et al.  External ear transfer function modeling: a beamforming approach. , 1992, The Journal of the Acoustical Society of America.

[28]  C. Trahiotis,et al.  Lateralization of bands of noise and sinusoidally amplitude-modulated tones: effects of spectral locus and bandwidth. , 1986, The Journal of the Acoustical Society of America.

[29]  Pavel Zahorik,et al.  On the discriminability of virtual and real sound sources , 1995, Proceedings of 1995 Workshop on Applications of Signal Processing to Audio and Accoustics.

[30]  Gregory H. Wakefield,et al.  Spatial Frequency Response Surfaces (SFR's): An Alternative Visualization and Interpolation Technique for Head-Related Transfer Functions (HRTF's) , 1999 .

[31]  E. Shaw The External Ear , 1974 .

[32]  Richard R. Fay,et al.  Comparative Hearing: Mammals , 1994, Springer Handbook of Auditory Research.

[33]  F. K. Lam,et al.  A time domain binaural model based on spatial feature extraction for the head-related transfer function. , 1997, The Journal of the Acoustical Society of America.

[34]  S. Foster,et al.  Impulse response measurement using Golay codes , 1986, ICASSP '86. IEEE International Conference on Acoustics, Speech, and Signal Processing.

[35]  Barry D. Van Veen,et al.  Synthesis of 3D virtual auditory space via a spatial feature extraction and regularization model , 1993, Proceedings of IEEE Virtual Reality Annual International Symposium.

[36]  Klaus Hartung,et al.  Comparison of Different Methods for the Interpolation of Head-Related Transfer Functions , 1999 .

[37]  A D Musicant,et al.  Influence of monaural spectral cues on binaural localization. , 1985, The Journal of the Acoustical Society of America.

[38]  Barry D. Van Veen,et al.  Representation of external ear transfer function via a beamforming model , 1991, [Proceedings] ICASSP 91: 1991 International Conference on Acoustics, Speech, and Signal Processing.

[39]  Keith D. Martin Estimating azimuth and elevation from interaural differences , 1995, Proceedings of 1995 Workshop on Applications of Signal Processing to Audio and Accoustics.

[40]  E. Wenzel The relative contribution of interaural time and magnitude cues to dynamic sound localization , 1995, Proceedings of 1995 Workshop on Applications of Signal Processing to Audio and Accoustics.

[41]  Marcel J. E. Golay,et al.  Complementary series , 1961, IRE Trans. Inf. Theory.

[42]  S. Perrett,et al.  The effect of head rotations on vertical plane sound localization. , 1997, The Journal of the Acoustical Society of America.

[43]  C Trahiotis,et al.  Extents of laterality and binaural interference effects. , 1996, The Journal of the Acoustical Society of America.

[44]  Constantine Trahiotis,et al.  Binaural beats at high frequencies: Listeners’ use of envelope‐based interaural temporal and intensitive disparities , 1996 .

[45]  Nicholas I. Fisher,et al.  Statistical Analysis of Spherical Data. , 1987 .

[46]  Alan V. Oppenheim,et al.  Discrete-Time Signal Pro-cessing , 1989 .

[47]  D. M. Green,et al.  Signal detection theory and psychophysics , 1966 .

[48]  Julius O. Smith,et al.  Spectral and Time-Domain Preprocessing and the Choice of Modeling Error Criteria for Binaural Digital Filters , 1999 .

[49]  Rick L. Jenison A spherical basis function neural network for pole-zero modeling of head-related transfer functions , 1995, Proceedings of 1995 Workshop on Applications of Signal Processing to Audio and Accoustics.

[50]  Rick L. Jenison,et al.  A Spherical Basis Function Neural Network for Modeling Auditory Space , 1996, Neural Computation.