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Dynamics of plosive consonants via imaging, computations, and soft electronics
A quantitative understanding of the coupled dynamics of flow and particles in aerosol and droplet transmission associated with speech remains elusive. Here, we summarize an effort that integrates insights into flow-particle dynamics induced by the production plosive sounds during speech with skin-in...
Autores principales: | , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
National Academy of Sciences
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9674252/ https://www.ncbi.nlm.nih.gov/pubmed/36343234 http://dx.doi.org/10.1073/pnas.2214164119 |
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author | Kim, Jin-Tae Ouyang, Wei Hwang, Hanul Jeong, Hyoyoung Kang, Soohyeon Bose, Sanjeeb Kwak, Sung Soo Ni, Xiaoyue Kim, Hyeonsu Park, Jaehong Chen, Hope Soetikno, Alan Kim, Joohee Xu, Shuai Chamorro, Leonardo P. Rogers, John A. |
author_facet | Kim, Jin-Tae Ouyang, Wei Hwang, Hanul Jeong, Hyoyoung Kang, Soohyeon Bose, Sanjeeb Kwak, Sung Soo Ni, Xiaoyue Kim, Hyeonsu Park, Jaehong Chen, Hope Soetikno, Alan Kim, Joohee Xu, Shuai Chamorro, Leonardo P. Rogers, John A. |
author_sort | Kim, Jin-Tae |
collection | PubMed |
description | A quantitative understanding of the coupled dynamics of flow and particles in aerosol and droplet transmission associated with speech remains elusive. Here, we summarize an effort that integrates insights into flow-particle dynamics induced by the production plosive sounds during speech with skin-integrated electronic systems for monitoring the production of these sounds. In particular, we uncover diffusive and ballistic regimes separated by a threshold particle size and characterize the Lagrangian acceleration and pair dispersion. Lagrangian dynamics of the particles in the diffusive regime exhibit features of isotropic turbulence. These fundamental findings highlight the value in skin-interfaced wireless sensors for continuously measuring critical speech patterns in clinical settings, work environments, and the home, based on unique neck biomechanics associated with the generation of plosive sounds. We introduce a wireless, soft device that captures these motions to enable detection of plosive sounds in multiple languages through a convolutional neural network approach. This work spans fundamental flow-particle physics to soft electronic technology, with implications in monitoring and studying critical speech patterns associated with aerosol and droplet transmissions relevant to the spread of infectious diseases. |
format | Online Article Text |
id | pubmed-9674252 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | National Academy of Sciences |
record_format | MEDLINE/PubMed |
spelling | pubmed-96742522023-05-07 Dynamics of plosive consonants via imaging, computations, and soft electronics Kim, Jin-Tae Ouyang, Wei Hwang, Hanul Jeong, Hyoyoung Kang, Soohyeon Bose, Sanjeeb Kwak, Sung Soo Ni, Xiaoyue Kim, Hyeonsu Park, Jaehong Chen, Hope Soetikno, Alan Kim, Joohee Xu, Shuai Chamorro, Leonardo P. Rogers, John A. Proc Natl Acad Sci U S A Physical Sciences A quantitative understanding of the coupled dynamics of flow and particles in aerosol and droplet transmission associated with speech remains elusive. Here, we summarize an effort that integrates insights into flow-particle dynamics induced by the production plosive sounds during speech with skin-integrated electronic systems for monitoring the production of these sounds. In particular, we uncover diffusive and ballistic regimes separated by a threshold particle size and characterize the Lagrangian acceleration and pair dispersion. Lagrangian dynamics of the particles in the diffusive regime exhibit features of isotropic turbulence. These fundamental findings highlight the value in skin-interfaced wireless sensors for continuously measuring critical speech patterns in clinical settings, work environments, and the home, based on unique neck biomechanics associated with the generation of plosive sounds. We introduce a wireless, soft device that captures these motions to enable detection of plosive sounds in multiple languages through a convolutional neural network approach. This work spans fundamental flow-particle physics to soft electronic technology, with implications in monitoring and studying critical speech patterns associated with aerosol and droplet transmissions relevant to the spread of infectious diseases. National Academy of Sciences 2022-11-07 2022-11-15 /pmc/articles/PMC9674252/ /pubmed/36343234 http://dx.doi.org/10.1073/pnas.2214164119 Text en Copyright © 2022 the Author(s). Published by PNAS. https://creativecommons.org/licenses/by-nc-nd/4.0/This article is distributed under Creative Commons Attribution-NonCommercial-NoDerivatives License 4.0 (CC BY-NC-ND) (https://creativecommons.org/licenses/by-nc-nd/4.0/) . |
spellingShingle | Physical Sciences Kim, Jin-Tae Ouyang, Wei Hwang, Hanul Jeong, Hyoyoung Kang, Soohyeon Bose, Sanjeeb Kwak, Sung Soo Ni, Xiaoyue Kim, Hyeonsu Park, Jaehong Chen, Hope Soetikno, Alan Kim, Joohee Xu, Shuai Chamorro, Leonardo P. Rogers, John A. Dynamics of plosive consonants via imaging, computations, and soft electronics |
title | Dynamics of plosive consonants via imaging, computations, and soft electronics |
title_full | Dynamics of plosive consonants via imaging, computations, and soft electronics |
title_fullStr | Dynamics of plosive consonants via imaging, computations, and soft electronics |
title_full_unstemmed | Dynamics of plosive consonants via imaging, computations, and soft electronics |
title_short | Dynamics of plosive consonants via imaging, computations, and soft electronics |
title_sort | dynamics of plosive consonants via imaging, computations, and soft electronics |
topic | Physical Sciences |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9674252/ https://www.ncbi.nlm.nih.gov/pubmed/36343234 http://dx.doi.org/10.1073/pnas.2214164119 |
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