title: Efficient Approximation of Head-Related Transfer Functions in Subbands for Accurate Sound Localization.
abstract: Head-related transfer functions (HRTFs) describe the acoustic filtering of incoming sounds by the human morphology and are essential for listeners to localize sound sources in virtual auditory displays. Since rendering complex virtual scenes is computationally demanding, we propose four algorithms for efficiently representing HRTFs in subbands, i.e., as an analysis filterbank (FB) followed by a transfer matrix and a synthesis FB. All four algorithms use sparse approximation procedures to minimize the computational complexity while maintaining perceptually relevant HRTF properties. The first two algorithms separately optimize the complexity of the transfer matrix associated to each HRTF for fixed FBs. The other two algorithms jointly optimize the FBs and transfer matrices for complete HRTF sets by two variants. The first variant aims at minimizing the complexity of the transfer matrices, while the second one does it for the FBs. Numerical experiments investigate the latency-complexity trade-off and show that the proposed methods offer significant computational savings when compared with other available approaches. Psychoacoustic localization experiments were modeled and conducted to find a reasonable approximation tolerance so that no significant localization performance degradation was introduced by the subband representation.
authors.affiliation: School of Electrical Engineering and Computer Science, University of Newcastle, Callaghan, NSW 2308, Australia; Acoustics Research Institute, Austrian Academy of Sciences, Austria ( damian.marelli@newcastle.edu.au ).
authors.forename: Damián
authors.initials: D
authors.lastname: Marelli
authors.affiliation: Acoustics Research Institute, Austrian Academy of Sciences, 1040 Vienna, Austria ( robertbaumgartner@icloud.com ; piotr@majdak.com ).
authors.forename: Robert
authors.initials: R
authors.lastname: Baumgartner
authors.affiliation: Acoustics Research Institute, Austrian Academy of Sciences, 1040 Vienna, Austria ( robertbaumgartner@icloud.com ; piotr@majdak.com ).
authors.forename: Piotr
authors.initials: P
authors.lastname: Majdak
keywords: Head-related transfer functions (HRTFs); sound localization; sparse approximation; subband signal processing; virtual acoustics