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EEG alpha and pupil diameter reflect endogenous auditory attention switching and listening effort
Everyday environments often contain distracting competing talkers and background noise, requiring listeners to focus their attention on one acoustic source and reject others. During this auditory attention task, listeners may naturally interrupt their sustained attention and switch attended sources....
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
John Wiley and Sons Inc.
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9305413/ https://www.ncbi.nlm.nih.gov/pubmed/35098604 http://dx.doi.org/10.1111/ejn.15616 |
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author | Haro, Stephanie Rao, Hrishikesh M. Quatieri, Thomas F. Smalt, Christopher J. |
author_facet | Haro, Stephanie Rao, Hrishikesh M. Quatieri, Thomas F. Smalt, Christopher J. |
author_sort | Haro, Stephanie |
collection | PubMed |
description | Everyday environments often contain distracting competing talkers and background noise, requiring listeners to focus their attention on one acoustic source and reject others. During this auditory attention task, listeners may naturally interrupt their sustained attention and switch attended sources. The effort required to perform this attention switch has not been well studied in the context of competing continuous speech. In this work, we developed two variants of endogenous attention switching and a sustained attention control. We characterized these three experimental conditions under the context of decoding auditory attention, while simultaneously evaluating listening effort and neural markers of spatial‐audio cues. A least‐squares, electroencephalography (EEG)‐based, attention decoding algorithm was implemented across all conditions. It achieved an accuracy of 69.4% and 64.0% when computed over nonoverlapping 10 and 5‐s correlation windows, respectively. Both decoders illustrated smooth transitions in the attended talker prediction through switches at approximately half of the analysis window size (e.g., the mean lag taken across the two switch conditions was 2.2 s when the 5‐s correlation window was used). Expended listening effort, as measured by simultaneous EEG and pupillometry, was also a strong indicator of whether the listeners sustained attention or performed an endogenous attention switch (peak pupil diameter measure [ [Formula: see text]] and minimum parietal alpha power measure [ [Formula: see text]]). We additionally found evidence of talker spatial cues in the form of centrotemporal alpha power lateralization ( [Formula: see text]). These results suggest that listener effort and spatial cues may be promising features to pursue in a decoding context, in addition to speech‐based features. |
format | Online Article Text |
id | pubmed-9305413 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | John Wiley and Sons Inc. |
record_format | MEDLINE/PubMed |
spelling | pubmed-93054132022-07-28 EEG alpha and pupil diameter reflect endogenous auditory attention switching and listening effort Haro, Stephanie Rao, Hrishikesh M. Quatieri, Thomas F. Smalt, Christopher J. Eur J Neurosci Systems Neuroscience Everyday environments often contain distracting competing talkers and background noise, requiring listeners to focus their attention on one acoustic source and reject others. During this auditory attention task, listeners may naturally interrupt their sustained attention and switch attended sources. The effort required to perform this attention switch has not been well studied in the context of competing continuous speech. In this work, we developed two variants of endogenous attention switching and a sustained attention control. We characterized these three experimental conditions under the context of decoding auditory attention, while simultaneously evaluating listening effort and neural markers of spatial‐audio cues. A least‐squares, electroencephalography (EEG)‐based, attention decoding algorithm was implemented across all conditions. It achieved an accuracy of 69.4% and 64.0% when computed over nonoverlapping 10 and 5‐s correlation windows, respectively. Both decoders illustrated smooth transitions in the attended talker prediction through switches at approximately half of the analysis window size (e.g., the mean lag taken across the two switch conditions was 2.2 s when the 5‐s correlation window was used). Expended listening effort, as measured by simultaneous EEG and pupillometry, was also a strong indicator of whether the listeners sustained attention or performed an endogenous attention switch (peak pupil diameter measure [ [Formula: see text]] and minimum parietal alpha power measure [ [Formula: see text]]). We additionally found evidence of talker spatial cues in the form of centrotemporal alpha power lateralization ( [Formula: see text]). These results suggest that listener effort and spatial cues may be promising features to pursue in a decoding context, in addition to speech‐based features. John Wiley and Sons Inc. 2022-02-16 2022-03 /pmc/articles/PMC9305413/ /pubmed/35098604 http://dx.doi.org/10.1111/ejn.15616 Text en © 2022 MIT Lincoln Laboratory. European Journal of Neuroscience published by Federation of European Neuroscience Societies and John Wiley & Sons Ltd. https://creativecommons.org/licenses/by-nc/4.0/This is an open access article under the terms of the http://creativecommons.org/licenses/by-nc/4.0/ (https://creativecommons.org/licenses/by-nc/4.0/) License, which permits use, distribution and reproduction in any medium, provided the original work is properly cited and is not used for commercial purposes. |
spellingShingle | Systems Neuroscience Haro, Stephanie Rao, Hrishikesh M. Quatieri, Thomas F. Smalt, Christopher J. EEG alpha and pupil diameter reflect endogenous auditory attention switching and listening effort |
title | EEG alpha and pupil diameter reflect endogenous auditory attention switching and listening effort |
title_full | EEG alpha and pupil diameter reflect endogenous auditory attention switching and listening effort |
title_fullStr | EEG alpha and pupil diameter reflect endogenous auditory attention switching and listening effort |
title_full_unstemmed | EEG alpha and pupil diameter reflect endogenous auditory attention switching and listening effort |
title_short | EEG alpha and pupil diameter reflect endogenous auditory attention switching and listening effort |
title_sort | eeg alpha and pupil diameter reflect endogenous auditory attention switching and listening effort |
topic | Systems Neuroscience |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9305413/ https://www.ncbi.nlm.nih.gov/pubmed/35098604 http://dx.doi.org/10.1111/ejn.15616 |
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