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The primacy of categories in the recognition of 12 emotions in speech prosody across two cultures
Central to emotion science is the degree to which categories, such as awe, or broader affective features, such as valence, underlie the recognition of emotional expression. To explore the processes by which people recognize emotion from prosody, US and Indian participants were asked to judge the emo...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
2019
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6687085/ https://www.ncbi.nlm.nih.gov/pubmed/30971794 http://dx.doi.org/10.1038/s41562-019-0533-6 |
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author | Cowen, Alan S. Laukka, Petri Elfenbein, Hillary Anger Liu, Runjing Keltner, Dacher |
author_facet | Cowen, Alan S. Laukka, Petri Elfenbein, Hillary Anger Liu, Runjing Keltner, Dacher |
author_sort | Cowen, Alan S. |
collection | PubMed |
description | Central to emotion science is the degree to which categories, such as awe, or broader affective features, such as valence, underlie the recognition of emotional expression. To explore the processes by which people recognize emotion from prosody, US and Indian participants were asked to judge the emotion categories or affective features communicated by 2,519 speech samples produced by 100 actors from five cultures. With large-scale statistical inference methods, we find that prosody can communicate at least 12 distinct kinds of emotion that are preserved across the two cultures. Analyses of the semantic and acoustic structure of emotion recognition reveal that emotion categories drive emotion recognition more so than affective features, including valence. In contrast to discrete emotion theories, however, emotion categories are bridged by gradients representing blends of emotions. Our findings, visualized within an interactive map (https://s3-us-west-1.amazonaws.com/venec/map.html), reveal a complex, high-dimensional space of emotional states recognized cross-culturally in speech prosody. |
format | Online Article Text |
id | pubmed-6687085 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2019 |
record_format | MEDLINE/PubMed |
spelling | pubmed-66870852019-09-11 The primacy of categories in the recognition of 12 emotions in speech prosody across two cultures Cowen, Alan S. Laukka, Petri Elfenbein, Hillary Anger Liu, Runjing Keltner, Dacher Nat Hum Behav Article Central to emotion science is the degree to which categories, such as awe, or broader affective features, such as valence, underlie the recognition of emotional expression. To explore the processes by which people recognize emotion from prosody, US and Indian participants were asked to judge the emotion categories or affective features communicated by 2,519 speech samples produced by 100 actors from five cultures. With large-scale statistical inference methods, we find that prosody can communicate at least 12 distinct kinds of emotion that are preserved across the two cultures. Analyses of the semantic and acoustic structure of emotion recognition reveal that emotion categories drive emotion recognition more so than affective features, including valence. In contrast to discrete emotion theories, however, emotion categories are bridged by gradients representing blends of emotions. Our findings, visualized within an interactive map (https://s3-us-west-1.amazonaws.com/venec/map.html), reveal a complex, high-dimensional space of emotional states recognized cross-culturally in speech prosody. 2019-03-11 2019-04 /pmc/articles/PMC6687085/ /pubmed/30971794 http://dx.doi.org/10.1038/s41562-019-0533-6 Text en Users may view, print, copy, and download text and data-mine the content in such documents, for the purposes of academic research, subject always to the full Conditions of use:http://www.nature.com/authors/editorial_policies/license.html#terms |
spellingShingle | Article Cowen, Alan S. Laukka, Petri Elfenbein, Hillary Anger Liu, Runjing Keltner, Dacher The primacy of categories in the recognition of 12 emotions in speech prosody across two cultures |
title | The primacy of categories in the recognition of 12 emotions in speech prosody across two cultures |
title_full | The primacy of categories in the recognition of 12 emotions in speech prosody across two cultures |
title_fullStr | The primacy of categories in the recognition of 12 emotions in speech prosody across two cultures |
title_full_unstemmed | The primacy of categories in the recognition of 12 emotions in speech prosody across two cultures |
title_short | The primacy of categories in the recognition of 12 emotions in speech prosody across two cultures |
title_sort | primacy of categories in the recognition of 12 emotions in speech prosody across two cultures |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6687085/ https://www.ncbi.nlm.nih.gov/pubmed/30971794 http://dx.doi.org/10.1038/s41562-019-0533-6 |
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