Is there an advantage for recognizing multi-modal emotional stimuli?
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Emotions can be recognized whether conveyed by facial expressions, linguistic cues (semantics), or prosody (voice tone). However, few studies have empirically documented the extent to which multi-modal emotion perception differs from uni-modal emotion perception. Here, we tested whether emotion recognition is more accurate for multi-modal stimuli by presenting stimuli with different combinations of facial, semantic, and prosodic cues. Participants judged the emotion conveyed by short utterances in six channel conditions. Results indicated that emotion recognition is significantly better in response to multi-modal versus uni-modal stimuli. When stimuli contained only one emotional channel, recognition tended to be higher in the visual modality (i.e., facial expressions, semantic information conveyed by text) than in the auditory modality (prosody), although this pattern was not uniform across emotion categories. The advantage for multi-modal recognition may reflect the automatic integration of congruent emotional information across channels which enhances the accessibility of emotion-related knowledge in memory.
- Baenziger, T., Grandjean, D., & Scherer, K. R. (2009). Emotion recognition from expressions in face, voice, and body. The Multimodal Emotion Recognition Test (MERT). Emotion, 9(5), 691–704. CrossRef
- Banse, R., & Scherer, K. R. (1996). Acoustic profiles in vocal emotion expression. Journal of Personality and Social Psychology, 3, 614–636. CrossRef
- Borod, J. C., Cicero, B., Obler, L. K., Welkowitz, J., Erhan, H. M., Santschi, C., et al. (1998). Right hemisphere emotional perception. Evidence across multiple channels. Neuropsychology, 12, 446–458. CrossRef
- Borod, J. C., Pick, L. H., Hall, S., Sliwinski, M., Madigan, N., Obler, L. K., et al. (2000). Relationships among facial, prosodic, and lexical channels of emotional perceptual processing. Cognition and Emotion, 14, 193–211. CrossRef
- Bower, G. H. (1981). Mood and memory. American Psychologist, 36, 129–148. CrossRef
- Busso, C., Deng, Z., Yildirim, S., Bulut, M., Lee, C. M., Kazemzadeh, A., et al. (2004). Analysis of emotion recognition using facial expressions, speech and multimodal information. In Proceedings of ACM 6th International Conference on Multimodal Interfaces (ICMI 2004), State College, PA, 2004.
- Castro, S. L., & Lima, C. F. (2010). Recognizing emotions in spoken language: A validated set of Portuguese sentences and pseudosentences for research on emotional prosody. Behavior Research Methods, 42(1), 74–81. CrossRef
- Collignon, O., Girard, S., Gosselin, F., Roy, S., Saint-Amour, D., Lassonde, M., et al. (2008). Audio-visual integration of emotion expression. Brain Research, 1242, 126–135. CrossRef
- De Silva, L. C., Miyasato, T., & Natatsu, R. (1997). Facial emotion recognition using multimodal information. In Proceedings of IEEE International Conference on Information, Communications and Signal Processing (ICICS’97), pp. 397–401.
- DeGelder, B., & Bertelson, P. (2003). Multisensory integration, perception and ecological validity. Trends in Cognitive Sciences, 7, 460–467. CrossRef
- DeGelder, B., Böcker, K. B. E., Tuomainen, J., Hensen, M., & Vroomen, J. (1999). The combined perception of emotion from voice and face: Early interaction revealed by human electric brain responses. Neuroscience Letters, 260, 133–136. CrossRef
- DeGelder, B., & Vroomen, J. (2000). The perception of emotions by ear and by eye. Cognition and Emotion, 14, 289–311. CrossRef
- Ekman, P. (1992). An argument for basic emotions. Cognition and Emotion, 6, 169–200. CrossRef
- Ekman, P., & Friesen, W. (1976). Pictures of facial affect. Palo Alto, CA: Consulting Psychologist’s Press.
- Elfenbein, H. A., & Ambady, N. (2002). On the universality and cultural specificity of emotion recognition: A meta-analysis. Psychological Bulletin, 128, 203–235. CrossRef
- Etcoff, N. L., & Magee, J. J. (1992). Categorical perception of facial expressions. Cognition, 44, 227–240. CrossRef
- Hawk, S. T., van Kleef, G. A., Fischer, A. H., & van der Schalk, J. (2009). Worth a thousand words: Absolute and relative decodability of nonlinguistic affect vocalizations. Emotion, 9(3), 293–305. CrossRef
- Johnstone, T., & Scherer, K. R. (2000). Vocal communication of emotion. In M. Lewis & J. Haviland (Eds.), Handbook of emotions (2nd ed., pp. 220–235). New York: Guilford Press.
- Juslin, P. N., & Laukka, P. (2003). Communication of emotions in vocal expression and music performance: Different channels, same code? Psychological Bulletin, 129, 770–814. CrossRef
- Keppel, G. (1991). Design and analysis: A researcher’s handbook. Englewood Cliffs, NJ: Prentice Hall.
- Kotz, S. A., & Paulmann, S. (2007). When emotional prosody and semantics dance cheek to cheek: ERP evidence. Brain Research, 1151, 107–118. CrossRef
- Kreifelts, B., Ethofer, T., Grodd, W., Erb, M., & Wildgruber, D. (2007). Audiovisual integration of emotional signals in voice and face: An event-related fMRI study. Neuroimage, 37, 1445–1456. CrossRef
- Kreifelts, B., Ethofer, T., Huberle, E., Grodd, W., & Wildgruber, D. (2010). Association of trait emotional intelligence and individual fMRI-activation patterns during the perception of social signals from voice and face. Human Brain Mapping, 31(7), 979–991. CrossRef
- Levitt, E. A. (1964). The relationship between abilities to express emotional meanings vocally and facially. In J. R. Davitz (Ed.), The communication of emotional meaning (pp. 87–100). New York: McGraw-Hill.
- Massaro, D. W., & Egan, P. B. (1996). Perceiving affect from the voice and the face. Psychonomic Bulletin Review, 3, 215–221. CrossRef
- Niedenthal, P. M. (2007). Embodying emotion. Science, 316, 1002–1005. CrossRef
- Niedenthal, P. M., & Halberstadt, J. B. (1995). The acquisition and structure of emotional response categories. The Psychology of Learning and Motivation, 33, 23–63. CrossRef
- Nowicki, S., & Duke, M. (1994). Individual differences in the nonverbal communication of affect. Journal of Nonverbal Behavior, 18, 9–36. CrossRef
- Paulmann, S., Pell, M. D., & Kotz, S. A. (2008). How aging affects the recognition of emotional speech. Brain and Language, 104, 262–269. CrossRef
- Pell, M. D. (2002). Evaluation of nonverbal emotion in face and voice: Some preliminary findings on a new battery of tests. Brain and Cognition, 48, 499–504.
- Pell, M. D. (2005). Nonverbal emotion priming: evidence from the ‘facial affect decision task’. Journal of Nonverbal Behavior, 29(1), 45–73. CrossRef
- Pell, M. D. (2006). Cerebral mechanisms for understanding emotional prosody in speech. Brain and Language, 96(2), 221–234. CrossRef
- Pell, M. D., Jaywant, A., Monetta, L., & Kotz, S. A. (in press). Emotional speech processing: disentangling the effects of prosody and semantic cues. Cognition & Emotion. doi:10.1080/02699931.2010.516915.
- Pell, M. D., Paulmann, S., Dara, C., Alasseri, A., & Kotz, S. A. (2009). Factors in the recognition of vocally expressed emotions: A comparison of four languages. Journal of Phonetics, 37, 417–435. CrossRef
- Rosenthal, R., Hall, J. A., DiMatteo, M. R., Rogers, P. L., & Archer, D. (1979). Sensitivity to nonverbal communication: The PONS test. Baltimore: John Hopkins University Press.
- Russell, J., & Lemay, G. (2000). Emotion concepts. In M. Lewis & M. J. Haviland-Jones (Eds.), Handbook of emotion (2nd ed., pp. 491–503). New York: Guilford Press.
- Schwartz, J.-L., Robert-Ribes, J., & Escudier, P. (1998). Ten years after Summerfield: A taxonomy of models for audio-visual fusion in speech perception. In R. Campbell (Ed.), Hearing by eye: The psychology of lipreading (pp. 3–51). Hove, UK: Lawrence Erlbaum Associcates.
- Welch, R. B., & Warren, D. H. (1980). Immediate perceptual response to intersensory discrepancy. Psychological Bulletin, 88, 638–667. CrossRef
- Is there an advantage for recognizing multi-modal emotional stimuli?
Motivation and Emotion
Volume 35, Issue 2 , pp 192-201
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- Emotional prosody
- Emotional semantics
- Emotional facial expressions
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