Research

Publication (Journal publications)

Exploiting spatial diversity for increasing the robustness of sound source localization systems against reverberation

Osma Ruíz, Víctor J.; Sáenz Lechón, Nicolás; Fraile Muñoz, Rubén; Gutiérrez-Arriola, Juana Maria; García Barrios, Guillermo
Abstract:
Acoustic reverberation is one of the most relevant factors that hampers the localization of a sound source inside a room. To date, several approaches have been proposed to deal with it, but have not always been evaluated under realistic conditions. This paper proposes exploiting spatial diversity as an alternative approach to achieve robustness against reverberation. The theoretical arguments supporting this approach are first presented and later confirmed by means of simulation results and real measurements. Simulations are run for reverberation times up to 2 s, thus providing results with a wider range of validity than in other previous research works. It is concluded that the use of systems consisting of several, sufficiently separated, small arrays leads to the best results in reverberant environments. Some recommendations are given regarding the choice of the array sizes, the separation among them, and the way to combine SRP-PHAT maps obtained from diverse arrays.
Research areas:
Year:
2023
Type of Publication:
Journal publications
Keywords:
acoustic reverberation; environments; microphone arrays; microphones; performance; sound source localization; spatial diversity; steered-response power maps; Acoustic reverberation; Acoustic signal processing; Microphone arrays; Sound source localization
Journal:
Applied Acoustics
Volume:
202
Month:
Enero
ISSN:
0003-682X
DOI:
https://doi.org/10.1016/j.apacoust.2022.109138
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