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Influence of transient pressure changes on speech intelligibility: Implications for next-generation train travel

High-speed trains are operated in increasingly complex railway networks and continual improvement of driver assistance systems is necessary to maintain safety. Speech offers the opportunity to provide information to the driver without disrupting visual attention. However, it is not known whether the...

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Autores principales: Rooney, Daniel, Wittkowski, Martin, Bartels, Susanne, Weidenfeld, Sarah, Aeschbach, Daniel
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7179854/
https://www.ncbi.nlm.nih.gov/pubmed/32324825
http://dx.doi.org/10.1371/journal.pone.0232024
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author Rooney, Daniel
Wittkowski, Martin
Bartels, Susanne
Weidenfeld, Sarah
Aeschbach, Daniel
author_facet Rooney, Daniel
Wittkowski, Martin
Bartels, Susanne
Weidenfeld, Sarah
Aeschbach, Daniel
author_sort Rooney, Daniel
collection PubMed
description High-speed trains are operated in increasingly complex railway networks and continual improvement of driver assistance systems is necessary to maintain safety. Speech offers the opportunity to provide information to the driver without disrupting visual attention. However, it is not known whether the transient pressure changes inside trains passing through tunnels interfere with speech intelligibility. Our primary goal was to test whether the most severe pressure variations occurring in high-speed trains (25 hPa in 2 s) affect speech intelligibility in individuals with normal hearing ability and secondly whether a potential effect would depend on the direction of the pressure change. A cross-over design was used to compare speech intelligibility, measured with the monosyllable word test by Wallenberg and Kollmeier, in steady ambient pressure versus subsequent to pressure events, both realised in a pressure chamber. Since data for a power calculation did not exist, we conducted a pilot study with 20 participants to estimate variance of intra-individual differences. The upper 80% confidence limit guided sample size of the main campaign, which was performed with 72 participants to identify a 10% difference while limiting alpha (5%) and beta error (10%). On average, a participant understood 0.7 fewer words following a pressure change event compared to listening in steady ambient pressure. However, this intra-individual differences varied strongly between participants, standard deviation (SD) ± 4.5 words, resulting in a negligible effect size of 0.1 and the Wilcoxon signed rank test (Z = -1.26; p = 0.21) did not distinguish it from chance. When comparing decreasing and increasing pressure events an average of 0.2 fewer words were understood (± 3.9 SD). The most severe pressure changes expected to occur in high-speed trains passing through tunnels do not interfere with speech intelligibility and are in itself not a risk factor for loss of verbal information transmission.
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spelling pubmed-71798542020-05-05 Influence of transient pressure changes on speech intelligibility: Implications for next-generation train travel Rooney, Daniel Wittkowski, Martin Bartels, Susanne Weidenfeld, Sarah Aeschbach, Daniel PLoS One Research Article High-speed trains are operated in increasingly complex railway networks and continual improvement of driver assistance systems is necessary to maintain safety. Speech offers the opportunity to provide information to the driver without disrupting visual attention. However, it is not known whether the transient pressure changes inside trains passing through tunnels interfere with speech intelligibility. Our primary goal was to test whether the most severe pressure variations occurring in high-speed trains (25 hPa in 2 s) affect speech intelligibility in individuals with normal hearing ability and secondly whether a potential effect would depend on the direction of the pressure change. A cross-over design was used to compare speech intelligibility, measured with the monosyllable word test by Wallenberg and Kollmeier, in steady ambient pressure versus subsequent to pressure events, both realised in a pressure chamber. Since data for a power calculation did not exist, we conducted a pilot study with 20 participants to estimate variance of intra-individual differences. The upper 80% confidence limit guided sample size of the main campaign, which was performed with 72 participants to identify a 10% difference while limiting alpha (5%) and beta error (10%). On average, a participant understood 0.7 fewer words following a pressure change event compared to listening in steady ambient pressure. However, this intra-individual differences varied strongly between participants, standard deviation (SD) ± 4.5 words, resulting in a negligible effect size of 0.1 and the Wilcoxon signed rank test (Z = -1.26; p = 0.21) did not distinguish it from chance. When comparing decreasing and increasing pressure events an average of 0.2 fewer words were understood (± 3.9 SD). The most severe pressure changes expected to occur in high-speed trains passing through tunnels do not interfere with speech intelligibility and are in itself not a risk factor for loss of verbal information transmission. Public Library of Science 2020-04-23 /pmc/articles/PMC7179854/ /pubmed/32324825 http://dx.doi.org/10.1371/journal.pone.0232024 Text en © 2020 Rooney et al http://creativecommons.org/licenses/by/4.0/ This is an open access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.
spellingShingle Research Article
Rooney, Daniel
Wittkowski, Martin
Bartels, Susanne
Weidenfeld, Sarah
Aeschbach, Daniel
Influence of transient pressure changes on speech intelligibility: Implications for next-generation train travel
title Influence of transient pressure changes on speech intelligibility: Implications for next-generation train travel
title_full Influence of transient pressure changes on speech intelligibility: Implications for next-generation train travel
title_fullStr Influence of transient pressure changes on speech intelligibility: Implications for next-generation train travel
title_full_unstemmed Influence of transient pressure changes on speech intelligibility: Implications for next-generation train travel
title_short Influence of transient pressure changes on speech intelligibility: Implications for next-generation train travel
title_sort influence of transient pressure changes on speech intelligibility: implications for next-generation train travel
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7179854/
https://www.ncbi.nlm.nih.gov/pubmed/32324825
http://dx.doi.org/10.1371/journal.pone.0232024
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