Marble melancholy: using crossmodal correspondences of shapes, materials, and music to predict music-induced emotions

被引:3
|
作者
Mesz, Bruno [1 ,2 ]
Tedesco, Sebastian [1 ]
Reinoso-Carvalho, Felipe [3 ]
Ter Horst, Enrique [3 ]
Molina, German [4 ]
Gunn, Laura H. [5 ,6 ,7 ]
Kuessner, Mats B. [8 ]
机构
[1] Univ Nacl Tres de Febrero, Inst Invest Arte & Cultura, Saenz Pena, Argentina
[2] UNQ, Programa Invest STSEAS, EUdA, Bernal, Argentina
[3] Univ los Andes, Sch Management, Bogota, Colombia
[4] Bayesian Solut LLC, Charlotte, NC USA
[5] Univ N Carolina, Dept Publ Hlth Sci, Charlotte, NC USA
[6] Univ N Carolina, Sch Data Sci, Charlotte, NC USA
[7] Imperial Coll London, Dept Primary Care & Publ Hlth, Fac Med, London, England
[8] Humboldt Univ, Dept Musicol & Media Studies, Berlin, Germany
来源
FRONTIERS IN PSYCHOLOGY | 2023年 / 14卷
关键词
crossmodal correspondences; music-induced emotions; shapes; materials; machine learning; random forests; sensory interactions; IMPLICIT ASSOCIATION; SYMMETRY; SMOOTH; MODELS; IMPACT; COLOR; SOUND;
D O I
10.3389/fpsyg.2023.1168258
中图分类号
B84 [心理学];
学科分类号
04 ; 0402 ;
摘要
IntroductionMusic 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.MethodsTo 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.ResultsOur 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.DiscussionThese 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.
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页数:14
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