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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...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2023
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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. |
format | Online Article Text |
id | pubmed-9931107 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
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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