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Acoustic cues for emotions in Korean vocal expressions

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초록

This study examined the acoustic expression of emotions—specifically happiness, sadness, anxiety, and anger—in speech, with a particular focuson gender-based differences in vocal expressions. Ten phonetic markers, including pitch,intensity, and voice quality, were measured and analyzed through various acousticparameters. Findings revealed that while both male and female speakers modifiedacoustic features to convey emotions, distinct gender patterns emerged. Female speakersexhibited stable pitch in sadness and heightened intensity variability when expressinganger, while male speakers showed a tendency to increase pitch variability in sadnessand irregularities in anger-related vocalizations. These patterns suggested that socialfactors may influence how emotions are expressed, with Korean societal norms possiblyaffecting the vocal differences between male and female speakers. The results areinterpreted in light of how gender and societal norms may shape vocal expressions ofemotion.

Abstract

This study examined the acoustic expression of emotions—specifically happiness, sadness, anxiety, and anger—in speech, with a particular focuson gender-based differences in vocal expressions. Ten phonetic markers, including pitch,intensity, and voice quality, were measured and analyzed through various acousticparameters. Findings revealed that while both male and female speakers modifiedacoustic features to convey emotions, distinct gender patterns emerged. Female speakersexhibited stable pitch in sadness and heightened intensity variability when expressinganger, while male speakers showed a tendency to increase pitch variability in sadnessand irregularities in anger-related vocalizations. These patterns suggested that socialfactors may influence how emotions are expressed, with Korean societal norms possiblyaffecting the vocal differences between male and female speakers. The results areinterpreted in light of how gender and societal norms may shape vocal expressions ofemotion.

참고문헌 (37)

  1. Banse, Rainer, "Acoustic profiles in vocal emotion expression", Journal of Personality and Social Psychology, 70(3), pp.614~636 (1996)
  2. Bänziger, Tanja, "The role of intonation in emotional expressions", Speech Communication, 46(3-4), pp.252~267 (2005)
  3. Belyk, Martin, "Perception of affective and linguistic prosody : An ALE meta-analysis of neuroimaging studies", Social Cognitive and Affective Neuroscience, 9(9), pp.1395~1403 (2014)
  4. Bryant, Gregory, "Vocal emotion recognition across disparate cultures", Journal of Cognition and Culture, 8(1-2), pp.135~148 (2008)
  5. Chaplin, Tara M., "Gender differences in emotion expression in children : A meta-analytic review", Psychological Bulletin, 139(4), pp.735~765 (2013)
  6. El Ayadi, Moataz, "Survey on speech emotion recognition : Features, classification schemes, and databases", Pattern Recognition, 44(3), pp.572~587 (2011)
  7. Gobl, Christer, "The role of voice quality in communicating emotion, mood, and attitude", Speech Communication, 40(1-2), pp.189~212 (2003)
  8. Hall, Judith A., "Gender effects in decoding nonverbal cues", Psychological Bulletin, 85(4), pp.845~857 (1978)
  9. Ishii, Keiko, "Spontaneous attention to word content versus emotional tone : Differences among three cultures", Psychological Science, 14(1), pp.39~46 (2003)
  10. Javanbakht, Arash, "Gene by culture effects on emotional processing of social cues among East Asians and European Americans", Behavioral Sciences, 8(7), pp.62~ (2018)
  11. Johnstone, Tom, "Handbook of emotions", pp.220~235 (2000), Guilford Press
  12. Jürgens, Rainer, "Hot speech and exploding bombs : Autonomic arousal during emotion classification of prosodic utterances and affective sounds", Frontiers in Psychology, 9, pp.228~ (2018)
  13. Juslin, Patrik N., "Communication of emotions in vocal expression and music performance: Different channels, same code?", Psychological Bulletin, 129(5), pp.770~814 (2003)
  14. Kim, Sang Jin, "Study on emotional speech features in Korean with its application to voice color conversion", Proceedings of Interspeech 2004, pp.1849~1852 (2004)
  15. Ladd, D. Robert, "Evidence for the independent function of intonation contour type, voice quality, and F0 range in signaling speaker affect", Journal of the Acoustical Society of America, 78(2), pp.435~444 (1985)
  16. Laukka, Petri, "Evidence for cultural dialects in vocal emotion expression : Acoustic classification within and across five nations", Emotion, 14(3), pp.445~449 (2014)
  17. Lausen, Anika, "Gender differences in the recognition of vocal emotions", Frontiers in Psychology, 9, pp.882~ (2018)
  18. Lewis, Michael, "Handbook of emotions" (1993), Guilford Press
  19. Liu, Ping, "Cultural immersion alters emotion perception : Neurophysiological evidence from Chinese immigrants to Canada", Social Neuroscience, 12(6), pp.685~700 (2016)
  20. Matsumoto, David, "American-Japanese cultural differences in judgements of emotional expressions of different intensities", Cognition and Emotion, 16(6), pp.721~747 (2002)
  21. Patel, Sejal, "Vocal intensity as a reliable cue in the detection of high-arousal emotions", Emotion Review, 3(3), pp.327~329 (2011)
  22. Paulmann, Silke, "Early emotional prosody perception based on different speaker voices", Neuroreport, 19(2), pp.209~213 (2008)
  23. Pell, Marc D., "Implicit processing of emotional prosody in a foreign versus native language", Speech Communication, 50(6), pp.519~530 (2008)
  24. Sauter, Disa A., "Cross-cultural recognition of basic emotions through nonverbal emotional vocalizations", Proceedings of the National Academy of Sciences, 107(6), pp.2408~2412 (2010)
  25. Scherer, Klaus R., "Vocal affect expression : A review and a model for future research", Psychological Bulletin, 99(2), pp.143~165 (1986)
  26. Scherer, Klaus R., "Vocal communication of emotion : A review of research paradigms", Speech Communication, 40(1-2), pp.227~256 (2003)
  27. Scherer, Klaus R., "Cue utilization in emotion attribution from auditory stimuli", Motivation and Emotion, 1(4), pp.331~346 (1977)
  28. Scherer, Klaus R., "Handbook of affective sciences", pp.433~456 (2003), Oxford University Press
  29. Scherer, Klaus R., "Emotion inferences from vocal expression correlate across languages and cultures", Journal of Cross-Cultural Psychology, 32(1), pp.76~92 (2001)
  30. Schirmer, Annett, "Beyond the right hemisphere : Brain mechanisms mediating vocal emotional processing", Trends in Cognitive Sciences, 10(1), pp.24~30 (2006)
  31. Schirmer, Annett, "Sex differences in the pre-attentive processing of vocal emotional expressions", Neuroreport, 16(6), pp.635~639 (2006)
  32. Schuller, Björn, "The role of prosody in affective speech", pp.285~307 (2009), Peter Lang
  33. "Afex: Analysis of factorial experiments (R package version 0.16-1)" (2015)[URL]
  34. Thompson, William Forde, "Decoding speech prosody in five languages", Semiotica, 158(1-4), pp.407~424 (2006)
  35. Thompson, William Forde, "Handbook of music and emotion:Theory, research, applications", pp.755~791 (2009), Oxford University Press
  36. Tolkmitt, Friedrich J., "The identification of emotional vocal expressions across languages", Journal of Cross-Cultural Psychology, 19(1), pp.55~74 (1988)
  37. Zhang, S., "Cultural differences in vocal expression analysis: Effects of task, language, and stimulus-related factors", PLOS ONE, 17(10), pp.e0275915~ (2022)

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