Trends in Acquisition of Individual Head-Related Transfer Functions

Head-related transfer functions, HRTFs, that is, the pair of acoustic transfer functions from a sound source in anechoic space to the human ears, are important elements of binaural technology. In order to make practical use of them, fast and comfortable means for the acquisition of individual HRTFs are required and, furthermore, convenient data formats for their comprehensive representation are needed. This chapter first recapitulates early and seminal work in the field of HRTFs. From here, a concise picture of recent trends for spatially discrete and continuous measurement of HRTFs, with a focus on the more recent continuous, that is, dynamic approach, is developed. For the continuous method, latest results regarding the optimization of the loudspeaker excitation signal for the measurement are presented. With respect to HRTF representation and usage, the chapter refers to spatially-discrete databases in time- or frequency-domain and, additionally, to the spatial Fourier-series domain. The latter constitutes an ideal basis for both interpolation and extrapolation of discrete data as well as for the representation of the results of spherically-continuous measurements.

[1]  C. Antweiler,et al.  A new otological diagnostic system providing a virtual tube model , 2006, 2006 IEEE Biomedical Circuits and Systems Conference.

[2]  Robert Höldrich,et al.  HRTF modeling in due consideration variable torso reflections , 2008 .

[3]  Sascha Spors,et al.  Efficient range extrapolation of head-related impulse responses by wave field synthesis techniques , 2011, 2011 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

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

[5]  Don H. Johnson,et al.  Statistical Signal Processing , 2009, Encyclopedia of Biometrics.

[6]  B F Katz,et al.  Boundary element method calculation of individual head-related transfer function. I. Rigid model calculation. , 2001, The Journal of the Acoustical Society of America.

[7]  C. Antweiler,et al.  NLMS-TYPE SYSTEM IDENTIFICATION OF MISO SYSTEMS WITH SHIFTED PERFECT SEQUENCES , 2008 .

[8]  Michael Vorländer,et al.  Anthropometric Parameters Influencing Head-Related Transfer Functions , 2009 .

[9]  J. D. Turner,et al.  Acoustics for Engineers , 1991 .

[10]  Peter Vary,et al.  Perfect-sweep NLMS for time-variant acoustic system identification , 2012, 2012 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

[11]  Hugo Fastl,et al.  Externalization in binaural synthesis: effects of recording environment and measurement procedure , 2008 .

[12]  Christiane Antweiler,et al.  Simulation of time variant room impulse responses , 1995, 1995 International Conference on Acoustics, Speech, and Signal Processing.

[13]  Armando Barreto,et al.  HRTF database at FIU DSP Lab , 2010, 2010 IEEE International Conference on Acoustics, Speech and Signal Processing.

[14]  Hans D. Schotten,et al.  Odd-perfect, almost binary correlation sequences , 1995 .

[15]  F. Jacobsen,et al.  A new interpretation of distortion artifacts in sweep measurements , 2011 .

[16]  Stefan Weinzierl,et al.  Generalized multiple sweep measurement , 2009 .

[17]  John Vanderkooy,et al.  Transfer-Function Measurement with Maximum-Length Sequences , 1989 .

[18]  F. Brian,et al.  INTERNATIONAL CONGRESS ON ACOUSTICS MADRID , 2-7 SEPTEMBER 2007 ROUND ROBIN COMPARISON OF HRTF MEASUREMENT SYSTEMS : PRELIMINARY RESULTS , 2007 .

[19]  Mark R. Anderson,et al.  Direct comparison of the impact of head tracking, reverberation, and individualized head-related transfer functions on the spatial perception of a virtual speech source. , 2001, Journal of the Audio Engineering Society. Audio Engineering Society.

[20]  Wolfgang Ahnert,et al.  Head-Tracked Auralization of Acoustical Simulation , 2004 .

[21]  Stefan Weinzierl,et al.  ON THE SPATIAL RESOLUTION OF VIRTUAL ACOUSTIC ENVIRONMENTS FOR HEAD MOVEMENTS IN HORIZONTAL, VERTICAL AND LATERAL DIRECTION , 2009 .

[22]  Dorte Hammershøi,et al.  Binaural Technique: Do We Need Individual Recordings? , 1996 .

[23]  Ramani Duraiswami,et al.  Fast head-related transfer function measurement via reciprocity. , 2006, The Journal of the Acoustical Society of America.

[24]  H. Steven Colburn,et al.  Principal components analysis interpolation of head related transfer functions using locally‐chosen basis functions , 2005 .

[25]  Hao Shen,et al.  HRTF customization using multiway array analysis , 2010, 2010 18th European Signal Processing Conference.

[26]  Jens Blauert,et al.  The AUDIS catalog of human HRTFs , 1998 .

[27]  H. Wierstorf,et al.  Interpolation and Range Extrapolation of Head-Related Transfer Functions Using Virtual Local Wave Field Synthesis , 2011 .

[28]  C. Antweiler Multi‐Channel System Identification with Perfect Sequences – Theory and Applications – , 2008 .

[29]  Swen Müller,et al.  Transfer-Function Measurement with Sweeps , 2001 .

[30]  Michael Vorländer,et al.  Calculation of head-related transfer functions for arbitrary field points using spherical harmonics decomposition , 2012 .

[31]  H. Møller,et al.  Sound transmission to and within the human ear canal. , 1996, The Journal of the Acoustical Society of America.

[32]  Pierrick Lotton,et al.  Nonlinear System Identification Using Exponential Swept-Sine Signal , 2010, IEEE Transactions on Instrumentation and Measurement.

[33]  Brian F. G. Katz,et al.  Round Robin Comparison of HRTF Simulation Systems: Preliminary Results , 2007 .

[34]  Barbara G Shinn-Cunningham,et al.  Localizing nearby sound sources in a classroom: binaural room impulse responses. , 2005, The Journal of the Acoustical Society of America.

[35]  Makoto Otani,et al.  Fast calculation system specialized for head-related transfer function based on boundary element method. , 2006, The Journal of the Acoustical Society of America.

[36]  David Schönstein,et al.  HRTF selection for binaural synthesis from a database using morphological parameters , 2010 .

[37]  W. M. Rabinowitz,et al.  Auditory localization of nearby sources. Head-related transfer functions. , 1999, The Journal of the Acoustical Society of America.

[38]  Marwan Al-Akaidi,et al.  Nearfield binaural synthesis and ambisonics. , 2007, The Journal of the Acoustical Society of America.

[39]  Janina Fels,et al.  Design of a Fast Broadband Individual Head-Related Transfer Function Measurement System , 2011 .

[40]  Gerald Enzner,et al.  Continuous HRTF Acquisition vs. HRTF Interpolation for Binaural Rendering of Dynamical Auditory Virtual Environments , 2010, Sprachkommunikation.

[41]  Angelo Farina,et al.  Simultaneous Measurement of Impulse Response and Distortion with a Swept-Sine Technique , 2000 .

[42]  Martin Vetterli,et al.  Dynamic measurement of room impulse responses using a moving microphone. , 2007, The Journal of the Acoustical Society of America.

[43]  Brian Carty Movements in Binaural Space: Issues in HRTFInterpolation and Reverberation, with applications toComputer Music , 2010 .

[44]  Nobuhiko Kitawaki,et al.  Common-acoustical-pole and zero modeling of head-related transfer functions , 1999, IEEE Trans. Speech Audio Process..

[45]  Maria de Diego,et al.  Simultaneous Measurement of Multichannel Acoustic Systems , 2004 .

[46]  Gerald Enzner,et al.  3D-continuous-azimuth acquisition of head-related impulse responses using multi-channel adaptive filtering , 2009, 2009 IEEE Workshop on Applications of Signal Processing to Audio and Acoustics.

[47]  Xiaodong Li,et al.  Distance-Dependent Head-Related Transfer Functions Measured With High Spatial Resolution Using a Spark Gap , 2009, IEEE Transactions on Audio, Speech, and Language Processing.

[48]  Michael Friis Sørensen,et al.  Head-Related Transfer Functions of Human Subjects , 1995 .

[49]  Stefan Weinzierl,et al.  Binaural Resynthesis for Comparative Studies of Acoustical Environments , 2007 .

[50]  V. Ralph Algazi,et al.  Headphone-Based Spatial Sound , 2011, IEEE Signal Processing Magazine.

[51]  Peter Vary,et al.  Virtual time-variant model of the Eustachian tube , 2006, 2006 IEEE International Symposium on Circuits and Systems.

[52]  Sascha Spors,et al.  Focusing of Virtual Sound Sources in Higher Order Ambisonics , 2008 .

[53]  F L Wightman,et al.  Resolution of front-back ambiguity in spatial hearing by listener and source movement. , 1999, The Journal of the Acoustical Society of America.

[54]  Jeroen Breebaart,et al.  Spectral and Spatial Parameter Resolution Requirements for Parametric, Filter-Bank-Based HRTF Processing , 2010 .

[55]  R. M. Sachs,et al.  Anthropometric manikin for acoustic research. , 1975, The Journal of the Acoustical Society of America.

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

[57]  Victor Lazzarini,et al.  Frequency-Domain Interpolation of Empirical HRTF Data , 2009 .

[58]  Gerald Enzner Analysis and optimal control of LMS-type adaptive filtering for continuous-azimuth acquisition of head related impulse responses , 2008, 2008 IEEE International Conference on Acoustics, Speech and Signal Processing.

[59]  S. Haykin,et al.  Adaptive Filter Theory , 1986 .

[60]  Martin Vetterli,et al.  Plenacoustic function on the circle with application to HRTF interpolation , 2005, Proceedings. (ICASSP '05). IEEE International Conference on Acoustics, Speech, and Signal Processing, 2005..

[61]  Gerald Enzner,et al.  Bayesian inference model for applications of time-varying acoustic system identification , 2010, 2010 18th European Signal Processing Conference.

[62]  Flemming Christensen,et al.  Directional resolution of head-related transfer functions required in binaural synthesis , 2005 .

[63]  W. M. Rabinowitz,et al.  Auditory localization of nearby sources. II. Localization of a broadband source. , 1999, The Journal of the Acoustical Society of America.

[64]  D R Begault,et al.  Headphone Localization of Speech , 1993, Human factors.

[65]  Ramani Duraiswami,et al.  INTERPOLATION AND RANGE EXTRAPOLATION OF HRTFS , 2004 .

[66]  C. Jin,et al.  A psychophysical evaluation of near-field head-related transfer functions synthesized using a distance variation function. , 2009, The Journal of the Acoustical Society of America.

[67]  F L Wightman,et al.  Localization using nonindividualized head-related transfer functions. , 1993, The Journal of the Acoustical Society of America.

[68]  Kimitoshi Fukudome,et al.  The fast measurement of head related impulse responses for all azimuthal directions using the continuous measurement method with a servo-swiveled chair , 2007 .

[69]  Rodney A. Kennedy,et al.  On High-Resolution Head-Related Transfer Function Measurements: An Efficient Sampling Scheme , 2012, IEEE Transactions on Audio, Speech, and Language Processing.

[70]  Ramani Duraiswami,et al.  Computation of the head-related transfer function via the fast multipole accelerated boundary element method and its spherical harmonic representation. , 2010, The Journal of the Acoustical Society of America.

[71]  Earl G. Williams Chapter 7 – Spherical Nearfield Acoustical Holography , 1999 .

[72]  Nathaniel I. Durlach,et al.  On the Externalization of Auditory Images , 1992, Presence: Teleoperators & Virtual Environments.

[73]  Henrik Møller,et al.  Binaural Technique: Basic Methods for Recording, Synthesis, and Reproduction , 2005 .

[74]  Gerhard Schmidt,et al.  Acoustic echo and noise control , 2004 .

[75]  R. Duda,et al.  Approximating the head-related transfer function using simple geometric models of the head and torso. , 2002, The Journal of the Acoustical Society of America.

[76]  C. Avendano,et al.  The CIPIC HRTF database , 2001, Proceedings of the 2001 IEEE Workshop on the Applications of Signal Processing to Audio and Acoustics (Cat. No.01TH8575).

[77]  W M Hartmann,et al.  On the externalization of sound images. , 1996, The Journal of the Acoustical Society of America.

[78]  Virginia Best,et al.  The role of high frequencies in speech localization. , 2005, The Journal of the Acoustical Society of America.

[79]  V R Algazi,et al.  Elevation localization and head-related transfer function analysis at low frequencies. , 2001, The Journal of the Acoustical Society of America.

[80]  Tobias Lentz,et al.  Binaural technology for virtual reality , 2008 .

[81]  T. Başar,et al.  A New Approach to Linear Filtering and Prediction Problems , 2001 .

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

[83]  Rodney A. Kennedy,et al.  Efficient Continuous HRTF Model Using Data Independent Basis Functions: Experimentally Guided Approach , 2009, IEEE Transactions on Audio, Speech, and Language Processing.

[84]  Gerald Enzner,et al.  Perfect sequence lms for rapid acquisition of continuous-azimuth head related impulse responses , 2009, 2009 IEEE Workshop on Applications of Signal Processing to Audio and Acoustics.

[85]  Michael Vorländer,et al.  Fast measurement system for spatially continuous individual HRTFs , 2012 .

[86]  Klaus Diepold,et al.  Measuring Anthropometric Data for HRTF Personalization , 2010, 2010 Sixth International Conference on Signal-Image Technology and Internet Based Systems.

[87]  Henrik Møller Fundamentals of binaural technology , 1991 .

[88]  Anthony I. Tew,et al.  Analyzing head-related transfer function measurements using surface spherical harmonics , 1998 .

[89]  Bosun Xie,et al.  The Audibility of Spectral Detail of Head-Related Transfer Functions at High Frequency , 2010 .

[90]  Jyri Huopaniemi,et al.  Measuring and modeling the effect of source distance in head‐related transfer functions , 1998 .

[91]  E. Williams,et al.  Fourier Acoustics: Sound Radiation and Nearfield Acoustical Holography , 1999 .

[92]  Peter Balazs,et al.  Multiple Exponential Sweep Method for Fast Measurement of Head-Related Transfer Functions , 2007 .

[93]  M. Antweiler,et al.  System identification with perfect sequences based on the NLMS algorithm : Sequences and sets of sequences with low crosscorrelation and impulse-like autocorrelation and their applications , 1995 .

[94]  Jeroen Breebaart,et al.  Perceptual (ir)relevance of HRTF magnitude and phase spectra , 2001 .

[95]  Bryan Cook,et al.  Near-Field Compensation for HRTF Processing , 2008 .

[96]  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.

[97]  Ramani Duraiswami,et al.  Regularized HRTF fitting using spherical harmonics , 2009, 2009 IEEE Workshop on Applications of Signal Processing to Audio and Acoustics.

[98]  Douglas Brungart,et al.  Near-Field Virtual Audio Displays , 2002, Presence: Teleoperators & Virtual Environments.

[99]  W. G. Gardner,et al.  HRTF measurements of a KEMAR , 1995 .

[100]  A. Bronkhorst Localization of real and virtual sound sources , 1995 .

[101]  Gerald Enzner,et al.  3D reconstruction of HRTF-fields from 1D continuous measurements , 2011, 2011 IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA).

[102]  Robert Höldrich,et al.  A 3D Ambisonic Based Binaural Sound Reproduction System , 2003 .

[103]  Doris J. Kistler,et al.  Measurement and validation of human HRTFs for use in hearing research , 2005 .

[104]  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.

[105]  Rodney A. Kennedy,et al.  Modal expansion of HRTFs: Continuous representation in frequency-range-angle , 2009, 2009 IEEE International Conference on Acoustics, Speech and Signal Processing.

[106]  Edward J. Wegman,et al.  Statistical Signal Processing , 1985 .

[107]  F L Wightman,et al.  Headphone simulation of free-field listening. I: Stimulus synthesis. , 1989, The Journal of the Acoustical Society of America.

[108]  Heinrich Hertz,et al.  On the differences between localization and lateralization. , 1974, The Journal of the Acoustical Society of America.

[109]  S. Carlile,et al.  Measuring the human head-related transfer functions: a novel method for the construction and calibration of a miniature "in-ear" recording system. , 1994, The Journal of the Acoustical Society of America.