TY - JOUR
T1 - Reflection assisted sound source localization through a harmonic domain MUSIC framework
AU - Birnie, Lachlan I.
AU - Abhayapala, Thushara D.
AU - Samarasinghe, Prasanga N.
N1 - Publisher Copyright:
© 2014 IEEE.
PY - 2020
Y1 - 2020
N2 - This work presents a method that persuades acoustic reflections to be a favorable property for sound source localization. Whilst most real world spatial audio applications utilize prior knowledge of sound source position, estimating such positions in reverberant environments is still considered to be a difficult problem due to acoustic reflections. This article presents a novel MUSIC framework for multiple sound source localization (range, elevation, azimuth) in reverberant rooms by incorporating a recently proposed region-to-region room transfer model. The method is built upon the received signals of a higher order microphone and a spherical harmonic representation of the room transfer function. We demonstrate the method's general applicability and multiple source localization performance through a simulation study across an assortment of reverberant conditions. Additionally, we investigate robustness against various system modeling errors to gauge implementation viability. Finally, we prove the method in a practical experiment inside a real-world room with measured region-to-region transfer function parameters.
AB - This work presents a method that persuades acoustic reflections to be a favorable property for sound source localization. Whilst most real world spatial audio applications utilize prior knowledge of sound source position, estimating such positions in reverberant environments is still considered to be a difficult problem due to acoustic reflections. This article presents a novel MUSIC framework for multiple sound source localization (range, elevation, azimuth) in reverberant rooms by incorporating a recently proposed region-to-region room transfer model. The method is built upon the received signals of a higher order microphone and a spherical harmonic representation of the room transfer function. We demonstrate the method's general applicability and multiple source localization performance through a simulation study across an assortment of reverberant conditions. Additionally, we investigate robustness against various system modeling errors to gauge implementation viability. Finally, we prove the method in a practical experiment inside a real-world room with measured region-to-region transfer function parameters.
KW - MUSIC
KW - Sound source localization
KW - direction-of-arrival
KW - range estimation
KW - spherical harmonics
UR - http://www.scopus.com/inward/record.url?scp=85077205663&partnerID=8YFLogxK
U2 - 10.1109/TASLP.2019.2953000
DO - 10.1109/TASLP.2019.2953000
M3 - Article
SN - 2329-9290
VL - 28
SP - 279
EP - 293
JO - IEEE/ACM Transactions on Audio Speech and Language Processing
JF - IEEE/ACM Transactions on Audio Speech and Language Processing
M1 - 8895989
ER -