Motivation and Emotion

, Volume 15, Issue 2, pp 123–148 | Cite as

Vocal cues in emotion encoding and decoding

  • Klaus R. Scherer
  • Rainer Banse
  • Harald G. Wallbott
  • Thomas Goldbeck


This research examines the correspondence between theoretical predictions on vocal expression patterns in naturally occurring emotions (as based on the component process theory of emotion; Scherer, 1986) and empirical data on the acoustic characteristics of actors' portrayals. Two male and two female professional radio actors portrayed anger, sadness, joy, fear, and disgust based on realistic scenarios of emotion-eliciting events. A series of judgment studies was conducted to assess the degree to which judges are able to recognize the intended emotion expressions. Disgust was relatively poorly recognized; average recognition accuracy for the other emotions attained 62.8% across studies. A set of portrayals reaching a satisfactory level of recognition accuracy underwent digital acoustic analysis. The results for the acoustic parameters extracted from the speech signal show a number of significant differences between emotions, generally confirming the theoretical predictions.


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  1. Ekman, P., & Friesen, W. V. (1969). The repertoire of nonverbal behavior: Categories, origins, usage, and coding.Semiotica, 1 49–98.Google Scholar
  2. Ekman, P., Friesen, W. V., & O'Sullivan, M. (1988). Smiles when lying.Journal of Personality and Social Psychology, 54 414–420.Google Scholar
  3. Fairbanks, G., & Hoaglin, L. W. (1941). An experimental study of the duration characteristics of the voice during the expression of emotion.Speech Monographs, 8 85–90.Google Scholar
  4. Fleiss, L. J. (1981).Statistical methods for rates and proportions. New York: Wiley.Google Scholar
  5. Frokjaer-Jensen, B., & Prytz, S. (1976). Registration of voice quality.Bruel and Kjaer Technical Review, 3 3–17.Google Scholar
  6. Gellhorn, E. (1970). The emotions and the ergotropic and trophotropic systems.Psychologische Forschung, 34 48–94.Google Scholar
  7. Goffman, E. (1979). Response cries. In M. von Cranach, K. Foppa, W. Lepenies, & D. Ploog (Eds.),Human ethology (pp. 203–240). Cambridge, England: Cambridge University Press.Google Scholar
  8. Hall, J. A. (1984).Nonverbal sex differences: Communication accuracy and expressive styles. Baltimore: Johns Hopkins University Press.Google Scholar
  9. Nolan, F. (1983).The phonetic bases of speaker recognition. Cambridge, England: Cambridge University Press.Google Scholar
  10. Rosenthal, R., & Rubin, D. B. (1989). Effect size estimation for one-sample multiple-choice-type data: Design, analysis, and meta-analysis.Psychological Bulletin, 106 332–337.Google Scholar
  11. Rozin, P., & Fallon, A. (1987). A perspective on disgust.Psychological Review, 94 23–41.Google Scholar
  12. Scherer, K. R. (1977). Affektlaute and vokale Embleme. In R. Posner & H. P. Reinecke (Eds.),Zeichenprozesse — Semiotische Forschung in den Einzelwissenschaften (pp. 199–214). Wiesbaden: Athenaion.Google Scholar
  13. Scherer, K. R. (1979). Nonlinguistic vocal indicators of emotion and psychopathology. In C. E. Izard (Ed.), Emotions in personality and psychopathology (pp. 493–529). New York: Plenum Press.Google Scholar
  14. Scherer, K. R. (1981). Speech and emotional states. In J. Darby (Ed.),Speech evaluation in psychiatry (pp. 189–220). New York: Grune and Stratton.Google Scholar
  15. Scherer, K. R. (1982). Methods of research on vocal communication: Paradigms and parameters. In K. R. Scherer, & P. Ekman (Eds.),Handbook of methods in nonverbal behavior research (pp. 136–198). Cambridge, England: Cambridge University Press.Google Scholar
  16. Scherer, K. R. (1984). On the nature and function of emotion: A component process approach. In K. R. Scherer & P. Ekman (Eds.),Approaches to emotion (pp. 293–317). Hillsdale, NJ: Erlbaum.Google Scholar
  17. Scherer, K. R. (1986). Vocal affect expression: A review and a model for future research.Psychological Bulletin, 99 143–165.Google Scholar
  18. Scherer, K. R. (1989). Vocal correlates of emotion. In H. Wagner & A. Manstead (Eds.),Handbook of psychophysiology: Emotion and social behavior. (pp. 165–197). London: Wiley.Google Scholar
  19. Scherer, K. R., Ladd, D. R., & Silverman, K. E. A. (1984). Vocal cues to speaker affect: Testing two models.Journal of the Acoustical Society of America, 76 1346–1356.Google Scholar
  20. Scherer, K. R., Wallbott, H. G., & Summerfield, A. B. (Eds.). (1986).Experiencing emotion: A cross-cultural study. Cambridge, England: Cambridge University Press.Google Scholar
  21. Siegmann, A. W. (1987). The telltale voice: Nonverbal messages of verbal communication. In A. W. Siegman & S. Feldstein (Eds.),Nonverbal behavior and communication. (2nd ed., pp. 351–434). Hillsdale, NJ: Erlbaum.Google Scholar
  22. Smith, P. M. (1979). Sex markers in speech. In K. R. Scherer & H. Giles (Eds.),Social markers in speech. Cambridge, England: Cambridge University Press.Google Scholar
  23. Standke, R. (1991).Methoden der digitalen Sprachverarbeitung in der vokalen Kommunikationsforschung. Unpublished doctoral dissertation, University of Giessen.Google Scholar
  24. Trojan, F. (1975).Biophonetik. Zürich: Bibliographisches Institut.Google Scholar
  25. Van Bezooijen, R. (1984).The characteristics and recognizability of vocal expression of emotions. Dordrecht, The Netherlands: Foris.Google Scholar
  26. Wagner, H. L. (1990). The spontaneous facial expression of differential positive and negative emotions.Motivation and Emotion, 14 27–43.Google Scholar
  27. Wallbott, H. G. (1988). Big grisl don't frown, big boys don't cry—Gender differences of professional actors in communicating emotion via facial expression.Journal of Nonverbal Behavior, 12 98–106.Google Scholar
  28. Wallbott, H. G., & Scherer, K. R. (1986a). How universal and specific is emotional experience? Evidence from 27 countries on five continents.Social Science Information, 25 763–796.Google Scholar
  29. Wallbott, H. G., & Scherer, K. R. (1986b). Cues and channels in emotion recognition.Journal of Personality and Social Psychology, 51 690–699.Google Scholar
  30. Williams, C. E., & Stevens, K. N. (1969). On determining the emotional state of pilots in flight: An exploratory study.Aerospace Medicine, 40 1369–1372.Google Scholar
  31. Williams, C. E., & Stevens, K. N. (1972). Emotions and speech: Some acoustical correlates.Journal of the Acoustical Society of America, 52 1238–1250.Google Scholar
  32. Winer, B. J. (1962).Statistical principles in experimental design. New York: McGraw-Hill.Google Scholar
  33. Zuckerman, M., DePaulo, B. M., & Rosenthal, R. (1981). Verbal and nonverbal communication of deception. In L. Berkowitz (Ed.),Advances of experimental social psychology, (Vol. 14, pp. 1–59), New York: Academic Press.Google Scholar

Copyright information

© Plenum Publishing Corporation 1991

Authors and Affiliations

  • Klaus R. Scherer
    • 1
  • Rainer Banse
    • 1
  • Harald G. Wallbott
    • 2
  • Thomas Goldbeck
    • 2
  1. 1.University of Geneva, FPSEGeneva 4Switzerland
  2. 2.University of GiessenGermany

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