Smoothing individual head-related transfer functions in the frequency and spatial domains.

When re-synthesizing individual head related transfer functions (HRTFs) with a microphone array, smoothing HRTFs spectrally and/or spatially prior to the computation of appropriate microphone filters may improve the synthesis accuracy. In this study, the limits of the associated HRTF modifications, until which no perceptual degradations occur, are explored. First, complex spectral smoothing of HRTFs into constant relative bandwidths was considered. As a prerequisite to complex smoothing, the HRTF phase spectra were substituted by linear phases, either for the whole frequency range or above a certain cut-off frequency only. The results indicate that a broadband phase linearization of HRTFs can be perceived for certain directions/subjects and that the thresholds can be predicted by a simple model. HRTF phase spectra can be linearized above 1 kHz without being detectable. After substituting the original phase by a linear phase above 5 kHz, HRTFs may be smoothed complexly into constant relative bandwidths of 1/5 octave, without introducing noticeable artifacts. Second, spatially smoother HRTF directivity patterns were obtained by levelling out spatial notches. It turned out that spatial notches do not have to be retained if they are less than 29 dB below the maximum level in the directivity pattern.

[1]  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).

[2]  H. Colburn,et al.  Sensitivity of human subjects to head-related transfer-function phase spectra. , 1999, Journal of the Acoustical Society of America.

[3]  D R Perrott,et al.  Limits for the detection of binaural beats. , 1969, The Journal of the Acoustical Society of America.

[4]  Matti Karjalainen,et al.  Objective and Subjective Evaluation of Head-Related Transfer Function Filter Design , 1999 .

[5]  L. D. Mitchell,et al.  Improved Methods for the Fast Fourier Transform (FFT) Calculation of the Frequency Response Function , 1982 .

[6]  Brian R Glasberg,et al.  Derivation of auditory filter shapes from notched-noise data , 1990, Hearing Research.

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

[8]  Yôiti Suzuki,et al.  Accuracy of head-related transfer functions synthesized with spherical microphone arrays , 2013 .

[9]  H. Steven Colburn,et al.  Role of spectral detail in sound-source localization , 1998, Nature.

[10]  W A Yost,et al.  Discriminations of interaural phase differences. , 1974, The Journal of the Acoustical Society of America.

[11]  Hareo Hamada,et al.  A MULTIPLE MICROPHONE RECORDING TECHNIQUE FOR THE GENERATION OF VIRTUAL ACOUSTIC IMAGES , 1999 .

[12]  Matti Karjalainen,et al.  HRTF FILTER DESIGN BASED ON AUDITORY CRITERIA , 1996 .

[13]  Steven van de Par,et al.  Smoothing head-related transfer functions for a virtual artificial head , 2012 .

[14]  Joshua Atkins,et al.  Robust beamforming and steering of arbitrary beam patterns using spherical arrays , 2011, 2011 IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA).

[15]  Roger Ratcliff,et al.  A revised table of d’ for M-alternative forced choice , 1979 .

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

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

[18]  V. Mellert,et al.  Approximation of dummy‐head recording technique by a multimicrophone arrangement , 1999 .

[19]  Douglas S. Brungart,et al.  The role of spatial detail in sound-source localization: Impact on HRTF modeling and personalization. , 2013 .

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

[21]  Steven van de Par,et al.  Least squares versus non-linear cost functions for a vitual artificial head , 2013 .

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

[23]  Simon Doclo,et al.  Robustness of virtual artifcial head topologies with respect to microphone positioning , 2011 .

[24]  R. Patterson,et al.  Off-frequency listening and auditory-filter asymmetry. , 1980, The Journal of the Acoustical Society of America.

[25]  Alexander Lindau,et al.  Perceptual Evaluation of Headphone Compensation in Binaural Synthesis Based on Non-Individual Recordings , 2012 .

[26]  John Mourjopoulos,et al.  Addendum to 'Generalized Fractional-Octave Smoothing of Audio and Acoustic Responses' , 2000 .

[27]  R. G. Klumpp,et al.  Some Measurements of Interaural Time Difference Thresholds , 1956 .

[28]  V. Mellert,et al.  Transformation characteristics of the external human ear. , 1977, The Journal of the Acoustical Society of America.

[29]  B. Moore An introduction to the psychology of hearing, 3rd ed. , 1989 .

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

[31]  Ramani Duraiswami,et al.  Interpolation and range extrapolation of HRTFs [head related transfer functions] , 2004, 2004 IEEE International Conference on Acoustics, Speech, and Signal Processing.

[32]  Stephan Paul,et al.  Binaural Recording Technology: A Historical Review and Possible Future Developments , 2009 .