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Updated: Jul 11, 2025

Cross-Modal Multivariate Pattern Analysis
Published on: November 9, 2011
How many categories are there in crossmodal correspondences? A study based on exploratory factor analysis
Yuka Ohtake1,2, Kanji Tanaka3, Kentaro Yamamoto4
1Graduate School of Human-Environment Studies, Kyushu University, Fukuoka, Japan.
This study reveals two distinct mechanisms behind audiovisual crossmodal correspondences. Some correspondences, like loudness-size, are linguistically linked, while others, such as pitch-brightness, are not, suggesting language mediation plays a key role.
Area of Science:
- Cognitive Psychology
- Psychophysics
- Crossmodal Perception
Background:
- Humans exhibit crossmodal correspondence, linking features across senses (e.g., bright light-high pitch).
- Existing research suggests various types of crossmodal correspondences exist.
- The underlying mechanisms differentiating these correspondence types remain unclear.
Purpose of the Study:
- To investigate whether different types of audiovisual crossmodal correspondences share underlying mechanisms.
- To explore the role of linguistic similarity in crossmodal correspondence.
Main Methods:
- Exploratory factor analysis was employed to analyze subjective judgments of audiovisual correspondences.
- Online experiments were conducted with Japanese adult participants (N=178 in Exp. 1, N=160 in Exp. 2).
- Participants rated the degree of correspondence between auditory and visual features.
Main Results:
- Two distinct factors emerged underlying audiovisual crossmodal correspondences.
- Factor 1 included correspondences with common linguistic terms (e.g., loudness-size, pitch-vertical position).
- Factor 2 included correspondences lacking linguistic similarities (e.g., pitch-brightness, pitch-shape).
Conclusions:
- Audiovisual crossmodal correspondences can be broadly categorized into at least two types.
- These types likely differ in their reliance on language mediation.
- Linguistic similarity appears to be a critical factor in distinguishing crossmodal correspondence mechanisms.
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