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Sound Localization and Separation in 3D Space Using a Single Microphone with a Metamaterial Enclosure

Conventional approaches to sound localization and separation are based on microphone arrays in artificial systems. Inspired by the selective perception of the human auditory system, a multisource listening system which can separate simultaneous overlapping sounds and localize the sound sources in 3D...

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Detalles Bibliográficos
Autores principales: Sun, Xuecong, Jia, Han, Zhang, Zhe, Yang, Yuzhen, Sun, Zhaoyong, Yang, Jun
Formato: Online Artículo Texto
Lenguaje:English
Publicado: John Wiley and Sons Inc. 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7001621/
https://www.ncbi.nlm.nih.gov/pubmed/32042561
http://dx.doi.org/10.1002/advs.201902271
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author Sun, Xuecong
Jia, Han
Zhang, Zhe
Yang, Yuzhen
Sun, Zhaoyong
Yang, Jun
author_facet Sun, Xuecong
Jia, Han
Zhang, Zhe
Yang, Yuzhen
Sun, Zhaoyong
Yang, Jun
author_sort Sun, Xuecong
collection PubMed
description Conventional approaches to sound localization and separation are based on microphone arrays in artificial systems. Inspired by the selective perception of the human auditory system, a multisource listening system which can separate simultaneous overlapping sounds and localize the sound sources in 3D space, using only a single microphone with a metamaterial enclosure is designed. The enclosure modifies the frequency response of the microphone in a direction‐dependent manner by giving each direction a characteristic signature. Thus, the information about the location and the audio content of sound sources can be experimentally reconstructed from the modulated mixed signals using a compressive sensing algorithm. Due to the low computational complexity of the proposed reconstruction algorithm, the designed system can also be applied in source identification and tracking. The effectiveness of the system in multiple real‐life scenarios is evaluated through multiple random listening tests. The proposed metamaterial‐based single‐sensor listening system opens a new way of sound localization and separation, which can be applied to intelligent scene monitoring and robot audition.
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spelling pubmed-70016212020-02-10 Sound Localization and Separation in 3D Space Using a Single Microphone with a Metamaterial Enclosure Sun, Xuecong Jia, Han Zhang, Zhe Yang, Yuzhen Sun, Zhaoyong Yang, Jun Adv Sci (Weinh) Full Papers Conventional approaches to sound localization and separation are based on microphone arrays in artificial systems. Inspired by the selective perception of the human auditory system, a multisource listening system which can separate simultaneous overlapping sounds and localize the sound sources in 3D space, using only a single microphone with a metamaterial enclosure is designed. The enclosure modifies the frequency response of the microphone in a direction‐dependent manner by giving each direction a characteristic signature. Thus, the information about the location and the audio content of sound sources can be experimentally reconstructed from the modulated mixed signals using a compressive sensing algorithm. Due to the low computational complexity of the proposed reconstruction algorithm, the designed system can also be applied in source identification and tracking. The effectiveness of the system in multiple real‐life scenarios is evaluated through multiple random listening tests. The proposed metamaterial‐based single‐sensor listening system opens a new way of sound localization and separation, which can be applied to intelligent scene monitoring and robot audition. John Wiley and Sons Inc. 2019-12-27 /pmc/articles/PMC7001621/ /pubmed/32042561 http://dx.doi.org/10.1002/advs.201902271 Text en © 2019 The Authors. Published by WILEY‐VCH Verlag GmbH & Co. KGaA, Weinheim This is an open access article under the terms of the http://creativecommons.org/licenses/by/4.0/ License, which permits use, distribution and reproduction in any medium, provided the original work is properly cited.
spellingShingle Full Papers
Sun, Xuecong
Jia, Han
Zhang, Zhe
Yang, Yuzhen
Sun, Zhaoyong
Yang, Jun
Sound Localization and Separation in 3D Space Using a Single Microphone with a Metamaterial Enclosure
title Sound Localization and Separation in 3D Space Using a Single Microphone with a Metamaterial Enclosure
title_full Sound Localization and Separation in 3D Space Using a Single Microphone with a Metamaterial Enclosure
title_fullStr Sound Localization and Separation in 3D Space Using a Single Microphone with a Metamaterial Enclosure
title_full_unstemmed Sound Localization and Separation in 3D Space Using a Single Microphone with a Metamaterial Enclosure
title_short Sound Localization and Separation in 3D Space Using a Single Microphone with a Metamaterial Enclosure
title_sort sound localization and separation in 3d space using a single microphone with a metamaterial enclosure
topic Full Papers
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7001621/
https://www.ncbi.nlm.nih.gov/pubmed/32042561
http://dx.doi.org/10.1002/advs.201902271
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