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Sound Localization and Speech Enhancement Algorithm Based on Dual-Microphone
In order to simplify the complexity and reduce the cost of the microphone array, this paper proposes a dual-microphone based sound localization and speech enhancement algorithm. Based on the time delay estimation of the signal received by the dual microphones, this paper combines energy difference e...
Autores principales: | , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8840739/ https://www.ncbi.nlm.nih.gov/pubmed/35161469 http://dx.doi.org/10.3390/s22030715 |
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author | Tao, Tao Zheng, Hong Yang, Jianfeng Guo, Zhongyuan Zhang, Yiyang Ao, Jiahui Chen, Yuao Lin, Weiting Tan, Xiao |
author_facet | Tao, Tao Zheng, Hong Yang, Jianfeng Guo, Zhongyuan Zhang, Yiyang Ao, Jiahui Chen, Yuao Lin, Weiting Tan, Xiao |
author_sort | Tao, Tao |
collection | PubMed |
description | In order to simplify the complexity and reduce the cost of the microphone array, this paper proposes a dual-microphone based sound localization and speech enhancement algorithm. Based on the time delay estimation of the signal received by the dual microphones, this paper combines energy difference estimation and controllable beam response power to realize the 3D coordinate calculation of the acoustic source and dual-microphone sound localization. Based on the azimuth angle of the acoustic source and the analysis of the independent quantity of the speech signal, the separation of the speaker signal of the acoustic source is realized. On this basis, post-wiener filtering is used to amplify and suppress the voice signal of the speaker, which can help to achieve speech enhancement. Experimental results show that the dual-microphone sound localization algorithm proposed in this paper can accurately identify the sound location, and the speech enhancement algorithm is more robust and adaptable than the original algorithm. |
format | Online Article Text |
id | pubmed-8840739 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-88407392022-02-13 Sound Localization and Speech Enhancement Algorithm Based on Dual-Microphone Tao, Tao Zheng, Hong Yang, Jianfeng Guo, Zhongyuan Zhang, Yiyang Ao, Jiahui Chen, Yuao Lin, Weiting Tan, Xiao Sensors (Basel) Article In order to simplify the complexity and reduce the cost of the microphone array, this paper proposes a dual-microphone based sound localization and speech enhancement algorithm. Based on the time delay estimation of the signal received by the dual microphones, this paper combines energy difference estimation and controllable beam response power to realize the 3D coordinate calculation of the acoustic source and dual-microphone sound localization. Based on the azimuth angle of the acoustic source and the analysis of the independent quantity of the speech signal, the separation of the speaker signal of the acoustic source is realized. On this basis, post-wiener filtering is used to amplify and suppress the voice signal of the speaker, which can help to achieve speech enhancement. Experimental results show that the dual-microphone sound localization algorithm proposed in this paper can accurately identify the sound location, and the speech enhancement algorithm is more robust and adaptable than the original algorithm. MDPI 2022-01-18 /pmc/articles/PMC8840739/ /pubmed/35161469 http://dx.doi.org/10.3390/s22030715 Text en © 2022 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Article Tao, Tao Zheng, Hong Yang, Jianfeng Guo, Zhongyuan Zhang, Yiyang Ao, Jiahui Chen, Yuao Lin, Weiting Tan, Xiao Sound Localization and Speech Enhancement Algorithm Based on Dual-Microphone |
title | Sound Localization and Speech Enhancement Algorithm Based on Dual-Microphone |
title_full | Sound Localization and Speech Enhancement Algorithm Based on Dual-Microphone |
title_fullStr | Sound Localization and Speech Enhancement Algorithm Based on Dual-Microphone |
title_full_unstemmed | Sound Localization and Speech Enhancement Algorithm Based on Dual-Microphone |
title_short | Sound Localization and Speech Enhancement Algorithm Based on Dual-Microphone |
title_sort | sound localization and speech enhancement algorithm based on dual-microphone |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8840739/ https://www.ncbi.nlm.nih.gov/pubmed/35161469 http://dx.doi.org/10.3390/s22030715 |
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