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The children’s emotional speech recognition by adults: Cross-cultural study on Russian and Tamil language

The current study investigated the features of cross-cultural recognition of four basic emotions “joy–neutral (calm state)–sad–anger” in the spontaneous and acting speech of Indian and Russian children aged 8–12 years across Russian and Tamil languages. The research tasks were to examine the ability...

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Autores principales: Lyakso, Elena, Ruban, Nersisson, Frolova, Olga, Mekala, Mary A.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9931107/
https://www.ncbi.nlm.nih.gov/pubmed/36791129
http://dx.doi.org/10.1371/journal.pone.0272837
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author Lyakso, Elena
Ruban, Nersisson
Frolova, Olga
Mekala, Mary A.
author_facet Lyakso, Elena
Ruban, Nersisson
Frolova, Olga
Mekala, Mary A.
author_sort Lyakso, Elena
collection PubMed
description The current study investigated the features of cross-cultural recognition of four basic emotions “joy–neutral (calm state)–sad–anger” in the spontaneous and acting speech of Indian and Russian children aged 8–12 years across Russian and Tamil languages. The research tasks were to examine the ability of Russian and Indian experts to recognize the state of Russian and Indian children by their speech, determine the acoustic features of correctly recognized speech samples, and specify the influence of the expert’s language on the cross-cultural recognition of the emotional states of children. The study includes a perceptual auditory study by listeners and instrumental spectrographic analysis of child speech. Different accuracy and agreement between Russian and Indian experts were shown in recognizing the emotional states of Indian and Russian children by their speech, with more accurate recognition of the emotional state of children in their native language, in acting speech vs spontaneous speech. Both groups of experts recognize the state of anger via acting speech with the high agreement. The difference between the groups of experts was in the definition of joy, sadness, and neutral states depending on the test material with a different agreement. Speech signals with emphasized differences in acoustic patterns were more accurately classified by experts as belonging to emotions of different activation. The data showed that, despite the universality of basic emotions, on the one hand, the cultural environment affects their expression and perception, on the other hand, there are universal non-linguistic acoustic features of the voice that allow us to identify emotions via speech.
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spelling pubmed-99311072023-02-16 The children’s emotional speech recognition by adults: Cross-cultural study on Russian and Tamil language Lyakso, Elena Ruban, Nersisson Frolova, Olga Mekala, Mary A. PLoS One Research Article The current study investigated the features of cross-cultural recognition of four basic emotions “joy–neutral (calm state)–sad–anger” in the spontaneous and acting speech of Indian and Russian children aged 8–12 years across Russian and Tamil languages. The research tasks were to examine the ability of Russian and Indian experts to recognize the state of Russian and Indian children by their speech, determine the acoustic features of correctly recognized speech samples, and specify the influence of the expert’s language on the cross-cultural recognition of the emotional states of children. The study includes a perceptual auditory study by listeners and instrumental spectrographic analysis of child speech. Different accuracy and agreement between Russian and Indian experts were shown in recognizing the emotional states of Indian and Russian children by their speech, with more accurate recognition of the emotional state of children in their native language, in acting speech vs spontaneous speech. Both groups of experts recognize the state of anger via acting speech with the high agreement. The difference between the groups of experts was in the definition of joy, sadness, and neutral states depending on the test material with a different agreement. Speech signals with emphasized differences in acoustic patterns were more accurately classified by experts as belonging to emotions of different activation. The data showed that, despite the universality of basic emotions, on the one hand, the cultural environment affects their expression and perception, on the other hand, there are universal non-linguistic acoustic features of the voice that allow us to identify emotions via speech. Public Library of Science 2023-02-15 /pmc/articles/PMC9931107/ /pubmed/36791129 http://dx.doi.org/10.1371/journal.pone.0272837 Text en © 2023 Lyakso 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
Lyakso, Elena
Ruban, Nersisson
Frolova, Olga
Mekala, Mary A.
The children’s emotional speech recognition by adults: Cross-cultural study on Russian and Tamil language
title The children’s emotional speech recognition by adults: Cross-cultural study on Russian and Tamil language
title_full The children’s emotional speech recognition by adults: Cross-cultural study on Russian and Tamil language
title_fullStr The children’s emotional speech recognition by adults: Cross-cultural study on Russian and Tamil language
title_full_unstemmed The children’s emotional speech recognition by adults: Cross-cultural study on Russian and Tamil language
title_short The children’s emotional speech recognition by adults: Cross-cultural study on Russian and Tamil language
title_sort children’s emotional speech recognition by adults: cross-cultural study on russian and tamil language
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9931107/
https://www.ncbi.nlm.nih.gov/pubmed/36791129
http://dx.doi.org/10.1371/journal.pone.0272837
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