Exploiting spatial diversity for increasing the robustness of sound source localization systems against reverberation
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arXiv
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| Autores principales: | , , , , , |
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| Formato: | Preprint |
| Publicado: |
2024
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| _version_ | 1866910324239630336 |
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| author | Garcia-Barrios, Guillermo Iglesias, Eduardo Latorre Gutierrez-Arriola, Juana M. Fraile, Ruben Saenz-Lechon, Nicolas Osma-Ruiz, Victor Jose |
| author_facet | Garcia-Barrios, Guillermo Iglesias, Eduardo Latorre Gutierrez-Arriola, Juana M. Fraile, Ruben Saenz-Lechon, Nicolas Osma-Ruiz, Victor Jose |
| contents | 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. |
| format | Preprint |
| id |
arxiv_https___arxiv_org_abs_2402_06411 |
| institution | arXiv |
| publishDate | 2024 |
| record_format | arxiv |
| spellingShingle | Exploiting spatial diversity for increasing the robustness of sound source localization systems against reverberation Garcia-Barrios, Guillermo Iglesias, Eduardo Latorre Gutierrez-Arriola, Juana M. Fraile, Ruben Saenz-Lechon, Nicolas Osma-Ruiz, Victor Jose Sound Audio and Speech Processing Signal Processing 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. |
| title | Exploiting spatial diversity for increasing the robustness of sound source localization systems against reverberation |
| topic | Sound Audio and Speech Processing Signal Processing |
| url | https://arxiv.org/abs/2402.06411 |