Cargando…
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...
Autores principales: | , , , , , , |
---|---|
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 |
_version_ | 1782452727079501824 |
---|---|
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. |
format | Online Article Text |
id | pubmed-5017347 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2016 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
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 |
work_keys_str_mv | AT honghong timevaryingvocalfoldsvibrationdetectionusinga24ghzportableauditoryradar AT zhaoheng timevaryingvocalfoldsvibrationdetectionusinga24ghzportableauditoryradar AT pengzhengyu timevaryingvocalfoldsvibrationdetectionusinga24ghzportableauditoryradar AT lihui timevaryingvocalfoldsvibrationdetectionusinga24ghzportableauditoryradar AT guchen timevaryingvocalfoldsvibrationdetectionusinga24ghzportableauditoryradar AT lichangzhi timevaryingvocalfoldsvibrationdetectionusinga24ghzportableauditoryradar AT zhuxiaohua timevaryingvocalfoldsvibrationdetectionusinga24ghzportableauditoryradar |