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Time-Varying Vocal Folds Vibration Detection Using a 24 GHz Portable Auditory Radar

Time-varying vocal folds vibration information is of crucial importance in speech processing, and the traditional devices to acquire speech signals are easily smeared by the high background noise and voice interference. In this paper, we present a non-acoustic way to capture the human vocal folds vi...

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Detalles Bibliográficos
Autores principales: Hong, Hong, Zhao, Heng, Peng, Zhengyu, Li, Hui, Gu, Chen, Li, Changzhi, Zhu, Xiaohua
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2016
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5017347/
https://www.ncbi.nlm.nih.gov/pubmed/27483261
http://dx.doi.org/10.3390/s16081181
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author Hong, Hong
Zhao, Heng
Peng, Zhengyu
Li, Hui
Gu, Chen
Li, Changzhi
Zhu, Xiaohua
author_facet Hong, Hong
Zhao, Heng
Peng, Zhengyu
Li, Hui
Gu, Chen
Li, Changzhi
Zhu, Xiaohua
author_sort Hong, Hong
collection PubMed
description Time-varying vocal folds vibration information is of crucial importance in speech processing, and the traditional devices to acquire speech signals are easily smeared by the high background noise and voice interference. In this paper, we present a non-acoustic way to capture the human vocal folds vibration using a 24-GHz portable auditory radar. Since the vocal folds vibration only reaches several millimeters, the high operating frequency and the 4 × 4 array antennas are applied to achieve the high sensitivity. The Variational Mode Decomposition (VMD) based algorithm is proposed to decompose the radar-detected auditory signal into a sequence of intrinsic modes firstly, and then, extract the time-varying vocal folds vibration frequency from the corresponding mode. Feasibility demonstration, evaluation, and comparison are conducted with tonal and non-tonal languages, and the low relative errors show a high consistency between the radar-detected auditory time-varying vocal folds vibration and acoustic fundamental frequency, except that the auditory radar significantly improves the frequency-resolving power.
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spelling pubmed-50173472016-09-22 Time-Varying Vocal Folds Vibration Detection Using a 24 GHz Portable Auditory Radar Hong, Hong Zhao, Heng Peng, Zhengyu Li, Hui Gu, Chen Li, Changzhi Zhu, Xiaohua Sensors (Basel) Article Time-varying vocal folds vibration information is of crucial importance in speech processing, and the traditional devices to acquire speech signals are easily smeared by the high background noise and voice interference. In this paper, we present a non-acoustic way to capture the human vocal folds vibration using a 24-GHz portable auditory radar. Since the vocal folds vibration only reaches several millimeters, the high operating frequency and the 4 × 4 array antennas are applied to achieve the high sensitivity. The Variational Mode Decomposition (VMD) based algorithm is proposed to decompose the radar-detected auditory signal into a sequence of intrinsic modes firstly, and then, extract the time-varying vocal folds vibration frequency from the corresponding mode. Feasibility demonstration, evaluation, and comparison are conducted with tonal and non-tonal languages, and the low relative errors show a high consistency between the radar-detected auditory time-varying vocal folds vibration and acoustic fundamental frequency, except that the auditory radar significantly improves the frequency-resolving power. MDPI 2016-07-28 /pmc/articles/PMC5017347/ /pubmed/27483261 http://dx.doi.org/10.3390/s16081181 Text en © 2016 by the authors; 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 (http://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Hong, Hong
Zhao, Heng
Peng, Zhengyu
Li, Hui
Gu, Chen
Li, Changzhi
Zhu, Xiaohua
Time-Varying Vocal Folds Vibration Detection Using a 24 GHz Portable Auditory Radar
title Time-Varying Vocal Folds Vibration Detection Using a 24 GHz Portable Auditory Radar
title_full Time-Varying Vocal Folds Vibration Detection Using a 24 GHz Portable Auditory Radar
title_fullStr Time-Varying Vocal Folds Vibration Detection Using a 24 GHz Portable Auditory Radar
title_full_unstemmed Time-Varying Vocal Folds Vibration Detection Using a 24 GHz Portable Auditory Radar
title_short Time-Varying Vocal Folds Vibration Detection Using a 24 GHz Portable Auditory Radar
title_sort time-varying vocal folds vibration detection using a 24 ghz portable auditory radar
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5017347/
https://www.ncbi.nlm.nih.gov/pubmed/27483261
http://dx.doi.org/10.3390/s16081181
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