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Published on: September 27, 2024
Multimodal indices to Japanese and French prosodically expressed social affects
Albert Rilliard1, Takaaki Shochi, Jean-Claude Martin
1LIMSI-CNRS, Orsay, France. albert.rilliard@limsi.fr
This study explores how audio and visual cues combine to express social affects like attitudes. Findings reveal modality contributions to affective communication and key acoustic and visual features across languages.
Area of Science:
- Psychology
- Linguistics
- Communication Studies
Background:
- Limited research exists on the audiovisual production of controlled social affects, such as attitudinal expressions.
- Understanding the interplay of audio and visual channels in affective communication is crucial.
Purpose of the Study:
- To investigate the contribution of audio and visual modalities in the perception of attitudinal expressions.
- To analyze the relationship between objective acoustic/visual parameters and perceived social affects.
- To explore bilingual differences in the expression and perception of these affects.
Main Methods:
- A perception study involving audiovisual expressions of 12 Japanese and 6 French attitudes.
- Analysis of the relative importance of audio and visual modalities in decoding expressions from four speakers.
- Acoustic (F0, duration, intensity) and visual (Action Units) analysis of two speakers' productions.
- Bilingual comparison of objective features and their perceptual relevance.
Main Results:
- Identified the relative importance of audio and visual modalities in the perceptual decoding of attitudinal expressions.
- Matched objective acoustic and visual parameters with listener perception of social affects.
- Highlighted language-specific features, such as the role of fundamental frequency and voice quality in Japanese attitudinal expressions.
Conclusions:
- Both audio and visual channels significantly contribute to affective communication, with varying importance depending on the specific attitude and language.
- Objective acoustic and visual features can be linked to the perception of social affects.
- Cross-linguistic analysis reveals distinct patterns in the expression of social affects, emphasizing the need for a bilingual perspective.
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