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Spectro-temporal acoustic elements of music interact in an integrated way to modulate emotional responses in pigs
Music is a complex stimulus, with various spectro-temporal acoustic elements determining one of the most important attributes of music, the ability to elicit emotions. Effects of various musical acoustic elements on emotions in non-human animals have not been studied with an integrated approach. How...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9944864/ https://www.ncbi.nlm.nih.gov/pubmed/36810549 http://dx.doi.org/10.1038/s41598-023-30057-5 |
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author | Zapata Cardona, Juliana Ceballos, Maria Camila Tarazona Morales, Ariel Marcel David Jaramillo, Edimer de Jesús Rodríguez, Berardo |
author_facet | Zapata Cardona, Juliana Ceballos, Maria Camila Tarazona Morales, Ariel Marcel David Jaramillo, Edimer de Jesús Rodríguez, Berardo |
author_sort | Zapata Cardona, Juliana |
collection | PubMed |
description | Music is a complex stimulus, with various spectro-temporal acoustic elements determining one of the most important attributes of music, the ability to elicit emotions. Effects of various musical acoustic elements on emotions in non-human animals have not been studied with an integrated approach. However, this knowledge is important to design music to provide environmental enrichment for non-human species. Thirty-nine instrumental musical pieces were composed and used to determine effects of various acoustic parameters on emotional responses in farm pigs. Video recordings (n = 50) of pigs in the nursery phase (7–9 week old) were gathered and emotional responses induced by stimuli were evaluated with Qualitative Behavioral Assessment (QBA). Non-parametric statistical models (Generalized Additive Models, Decision Trees, Random Forests, and XGBoost) were applied and compared to evaluate relationships between acoustic parameters and pigs’ observed emotional responses. We concluded that musical structure affected emotional responses of pigs. The valence of modulated emotions depended on integrated and simultaneous interactions of various spectral and temporal structural components of music that can be readily modified. This new knowledge supports design of musical stimuli to be used as environmental enrichment for non-human animals. |
format | Online Article Text |
id | pubmed-9944864 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-99448642023-02-23 Spectro-temporal acoustic elements of music interact in an integrated way to modulate emotional responses in pigs Zapata Cardona, Juliana Ceballos, Maria Camila Tarazona Morales, Ariel Marcel David Jaramillo, Edimer de Jesús Rodríguez, Berardo Sci Rep Article Music is a complex stimulus, with various spectro-temporal acoustic elements determining one of the most important attributes of music, the ability to elicit emotions. Effects of various musical acoustic elements on emotions in non-human animals have not been studied with an integrated approach. However, this knowledge is important to design music to provide environmental enrichment for non-human species. Thirty-nine instrumental musical pieces were composed and used to determine effects of various acoustic parameters on emotional responses in farm pigs. Video recordings (n = 50) of pigs in the nursery phase (7–9 week old) were gathered and emotional responses induced by stimuli were evaluated with Qualitative Behavioral Assessment (QBA). Non-parametric statistical models (Generalized Additive Models, Decision Trees, Random Forests, and XGBoost) were applied and compared to evaluate relationships between acoustic parameters and pigs’ observed emotional responses. We concluded that musical structure affected emotional responses of pigs. The valence of modulated emotions depended on integrated and simultaneous interactions of various spectral and temporal structural components of music that can be readily modified. This new knowledge supports design of musical stimuli to be used as environmental enrichment for non-human animals. Nature Publishing Group UK 2023-02-21 /pmc/articles/PMC9944864/ /pubmed/36810549 http://dx.doi.org/10.1038/s41598-023-30057-5 Text en © The Author(s) 2023 https://creativecommons.org/licenses/by/4.0/Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . |
spellingShingle | Article Zapata Cardona, Juliana Ceballos, Maria Camila Tarazona Morales, Ariel Marcel David Jaramillo, Edimer de Jesús Rodríguez, Berardo Spectro-temporal acoustic elements of music interact in an integrated way to modulate emotional responses in pigs |
title | Spectro-temporal acoustic elements of music interact in an integrated way to modulate emotional responses in pigs |
title_full | Spectro-temporal acoustic elements of music interact in an integrated way to modulate emotional responses in pigs |
title_fullStr | Spectro-temporal acoustic elements of music interact in an integrated way to modulate emotional responses in pigs |
title_full_unstemmed | Spectro-temporal acoustic elements of music interact in an integrated way to modulate emotional responses in pigs |
title_short | Spectro-temporal acoustic elements of music interact in an integrated way to modulate emotional responses in pigs |
title_sort | spectro-temporal acoustic elements of music interact in an integrated way to modulate emotional responses in pigs |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9944864/ https://www.ncbi.nlm.nih.gov/pubmed/36810549 http://dx.doi.org/10.1038/s41598-023-30057-5 |
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