Cargando…

Continuous speech with pauses inserted between words increases cortical tracking of speech envelope

The decoding multivariate Temporal Response Function (decoder) or speech envelope reconstruction approach is a well-known tool for assessing the cortical tracking of speech envelope. It is used to analyse the correlation between the speech stimulus and the neural response. It is known that auditory...

Descripción completa

Detalles Bibliográficos
Autores principales: Deoisres, Suwijak, Lu, Yuhan, Vanheusden, Frederique J., Bell, Steven L., Simpson, David M.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10374040/
https://www.ncbi.nlm.nih.gov/pubmed/37498891
http://dx.doi.org/10.1371/journal.pone.0289288
_version_ 1785078688755220480
author Deoisres, Suwijak
Lu, Yuhan
Vanheusden, Frederique J.
Bell, Steven L.
Simpson, David M.
author_facet Deoisres, Suwijak
Lu, Yuhan
Vanheusden, Frederique J.
Bell, Steven L.
Simpson, David M.
author_sort Deoisres, Suwijak
collection PubMed
description The decoding multivariate Temporal Response Function (decoder) or speech envelope reconstruction approach is a well-known tool for assessing the cortical tracking of speech envelope. It is used to analyse the correlation between the speech stimulus and the neural response. It is known that auditory late responses are enhanced with longer gaps between stimuli, but it is not clear if this applies to the decoder, and whether the addition of gaps/pauses in continuous speech could be used to increase the envelope reconstruction accuracy. We investigated this in normal hearing participants who listened to continuous speech with no added pauses (natural speech), and then with short (250 ms) or long (500 ms) silent pauses inserted between each word. The total duration for continuous speech stimulus with no, short, and long pauses were approximately, 10 minutes, 16 minutes, and 21 minutes, respectively. EEG and speech envelope were simultaneously acquired and then filtered into delta (1–4 Hz) and theta (4–8 Hz) frequency bands. In addition to analysing responses to the whole speech envelope, speech envelope was also segmented to focus response analysis on onset and non-onset regions of speech separately. Our results show that continuous speech with additional pauses inserted between words significantly increases the speech envelope reconstruction correlations compared to using natural speech, in both the delta and theta frequency bands. It also appears that these increase in speech envelope reconstruction are dominated by the onset regions in the speech envelope. Introducing pauses in speech stimuli has potential clinical benefit for increasing auditory evoked response detectability, though with the disadvantage of speech sounding less natural. The strong effect of pauses and onsets on the decoder should be considered when comparing results from different speech corpora. Whether the increased cortical response, when longer pauses are introduced, reflect improved intelligibility requires further investigation.
format Online
Article
Text
id pubmed-10374040
institution National Center for Biotechnology Information
language English
publishDate 2023
publisher Public Library of Science
record_format MEDLINE/PubMed
spelling pubmed-103740402023-07-28 Continuous speech with pauses inserted between words increases cortical tracking of speech envelope Deoisres, Suwijak Lu, Yuhan Vanheusden, Frederique J. Bell, Steven L. Simpson, David M. PLoS One Research Article The decoding multivariate Temporal Response Function (decoder) or speech envelope reconstruction approach is a well-known tool for assessing the cortical tracking of speech envelope. It is used to analyse the correlation between the speech stimulus and the neural response. It is known that auditory late responses are enhanced with longer gaps between stimuli, but it is not clear if this applies to the decoder, and whether the addition of gaps/pauses in continuous speech could be used to increase the envelope reconstruction accuracy. We investigated this in normal hearing participants who listened to continuous speech with no added pauses (natural speech), and then with short (250 ms) or long (500 ms) silent pauses inserted between each word. The total duration for continuous speech stimulus with no, short, and long pauses were approximately, 10 minutes, 16 minutes, and 21 minutes, respectively. EEG and speech envelope were simultaneously acquired and then filtered into delta (1–4 Hz) and theta (4–8 Hz) frequency bands. In addition to analysing responses to the whole speech envelope, speech envelope was also segmented to focus response analysis on onset and non-onset regions of speech separately. Our results show that continuous speech with additional pauses inserted between words significantly increases the speech envelope reconstruction correlations compared to using natural speech, in both the delta and theta frequency bands. It also appears that these increase in speech envelope reconstruction are dominated by the onset regions in the speech envelope. Introducing pauses in speech stimuli has potential clinical benefit for increasing auditory evoked response detectability, though with the disadvantage of speech sounding less natural. The strong effect of pauses and onsets on the decoder should be considered when comparing results from different speech corpora. Whether the increased cortical response, when longer pauses are introduced, reflect improved intelligibility requires further investigation. Public Library of Science 2023-07-27 /pmc/articles/PMC10374040/ /pubmed/37498891 http://dx.doi.org/10.1371/journal.pone.0289288 Text en © 2023 Deoisres et al https://creativecommons.org/licenses/by/4.0/This is an open access article distributed under the terms of the Creative Commons Attribution License (https://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
Deoisres, Suwijak
Lu, Yuhan
Vanheusden, Frederique J.
Bell, Steven L.
Simpson, David M.
Continuous speech with pauses inserted between words increases cortical tracking of speech envelope
title Continuous speech with pauses inserted between words increases cortical tracking of speech envelope
title_full Continuous speech with pauses inserted between words increases cortical tracking of speech envelope
title_fullStr Continuous speech with pauses inserted between words increases cortical tracking of speech envelope
title_full_unstemmed Continuous speech with pauses inserted between words increases cortical tracking of speech envelope
title_short Continuous speech with pauses inserted between words increases cortical tracking of speech envelope
title_sort continuous speech with pauses inserted between words increases cortical tracking of speech envelope
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10374040/
https://www.ncbi.nlm.nih.gov/pubmed/37498891
http://dx.doi.org/10.1371/journal.pone.0289288
work_keys_str_mv AT deoisressuwijak continuousspeechwithpausesinsertedbetweenwordsincreasescorticaltrackingofspeechenvelope
AT luyuhan continuousspeechwithpausesinsertedbetweenwordsincreasescorticaltrackingofspeechenvelope
AT vanheusdenfrederiquej continuousspeechwithpausesinsertedbetweenwordsincreasescorticaltrackingofspeechenvelope
AT bellstevenl continuousspeechwithpausesinsertedbetweenwordsincreasescorticaltrackingofspeechenvelope
AT simpsondavidm continuousspeechwithpausesinsertedbetweenwordsincreasescorticaltrackingofspeechenvelope