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2023-08-31Zeitschriftenartikel DOI: 10.18452/27363
Marble melancholy: using crossmodal correspondences of shapes, materials, and music to predict music-induced emotions
dc.contributor.authorMesz, Bruno
dc.contributor.authorTedesco, Sebastián
dc.contributor.authorReinoso-Carvalho, Felipe
dc.contributor.authorter Horst, Enrique
dc.contributor.authorMolina, German
dc.contributor.authorGunn, Laura H
dc.contributor.authorKüssner, Mats B.
dc.date.accessioned2023-09-15T07:46:08Z
dc.date.available2023-09-15T07:46:08Z
dc.date.issued2023-08-31none
dc.date.updated2023-09-15T04:47:15Z
dc.identifier.urihttp://edoc.hu-berlin.de/18452/28029
dc.description.abstractIntroduction: Music is known to elicit strong emotions in listeners, and, if primed appropriately, can give rise to specific and observable crossmodal correspondences. This study aimed to assess two primary objectives: (1) identifying crossmodal correspondences emerging from music-induced emotions, and (2) examining the predictability of music-induced emotions based on the association of music with visual shapes and materials. Methods: To achieve this, 176 participants were asked to associate visual shapes and materials with the emotion classes of the Geneva Music-Induced Affect Checklist scale (GEMIAC) elicited by a set of musical excerpts in an online experiment. Results: Our findings reveal that music-induced emotions and their underlying core affect (i.e., valence and arousal) can be accurately predicted by the joint information of musical excerpt and features of visual shapes and materials associated with these music-induced emotions. Interestingly, valence and arousal induced by music have higher predictability than discrete GEMIAC emotions. Discussion: These results demonstrate the relevance of crossmodal correspondences in studying music-induced emotions. The potential applications of these findings in the fields of sensory interactions design, multisensory experiences and art, as well as digital and sensory marketing are briefly discussed.eng
dc.language.isoengnone
dc.publisherHumboldt-Universität zu Berlin
dc.rights(CC BY 4.0) Attribution 4.0 Internationalger
dc.rights.urihttps://creativecommons.org/licenses/by/4.0/
dc.subjectcrossmodal correspondenceseng
dc.subjectmusic-induced emotionseng
dc.subjectshapeseng
dc.subjectmaterialseng
dc.subjectmachine learningeng
dc.subjectrandom forestseng
dc.subjectsensory interactionseng
dc.subject.ddc150 Psychologienone
dc.subject.ddc780 Musiknone
dc.titleMarble melancholy: using crossmodal correspondences of shapes, materials, and music to predict music-induced emotionsnone
dc.typearticle
dc.identifier.urnurn:nbn:de:kobv:11-110-18452/28029-0
dc.identifier.doihttp://dx.doi.org/10.18452/27363
dc.type.versionpublishedVersionnone
local.edoc.pages14none
local.edoc.type-nameZeitschriftenartikel
local.edoc.container-typeperiodical
local.edoc.container-type-nameZeitschrift
dc.description.versionPeer Reviewednone
dc.identifier.eissn1664-1078
dcterms.bibliographicCitation.doi10.3389/fpsyg.2023.1168258none
dcterms.bibliographicCitation.journaltitleFrontiers in psychologynone
dcterms.bibliographicCitation.volume14none
dcterms.bibliographicCitation.articlenumber1168258none
dcterms.bibliographicCitation.originalpublishernameFrontiers Research Foundationnone
dcterms.bibliographicCitation.originalpublisherplaceLausannenone
bua.departmentKultur-, Sozial- und Bildungswissenschaftliche Fakultätnone

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