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Analysis of Emotional Voice Using Electroglottogram-Based Temporal Measures of Vocal Fold Opening

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Book cover Development of Multimodal Interfaces: Active Listening and Synchrony

Part of the book series: Lecture Notes in Computer Science ((LNISA,volume 5967))

Abstract

Descriptions of emotional voice type have typically been provided in terms of fundamental frequency (f0), intensity and duration. Further features, such as measures of laryngeal characteristics, may help to improve recognition of emotional colouring in speech, and, expressiveness in speech synthesis. The present contribution examines three temporal measures of vocal fold opening – as indicated by the time of decreasing contact of the vocal folds estimated from the electroglottogram signal. This initial investigation, using a single female speaker, analyses the sustained vowel [a:], produced when simulating the emotional states anger, joy, neutral, sad and tender. The results indicate discrimination of emotional voice type using two of the measures of vocal fold opening duration.

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References

  1. Airas, M., Alku, P.: Emotions in vowel segments of continuous speech: analysis of the glottal flow using the normalized amplitude quotient. Phonetica 63, 26–46 (2006)

    Article  Google Scholar 

  2. McGilloway, S., Cowie, R., Douglas-Cowie, E., Gielen, S., Westerdijk, M., Stroeve, S.: Approaching automatic recognition of emotion from voice: a rough benchmark. In: Proceedings of the ISCA workshop on Speech and Emotion, Belfast, pp. 207–212 (2000)

    Google Scholar 

  3. Toivanen, J., Waaramaa, T., Alku, P., Laukkanen, A.-M., Seppänen, T., Väyrynen, E., Airas, M.: Emotions in [a]: A perceptual and acoustic study. Logopedics Phoniatrics Vocology 31, 43–48 (2006)

    Article  Google Scholar 

  4. Gobl, C., Ní Chasaide, A.: The role of voice quality in communicating emotion, mood and attitude. Speech Communication 40, 189–212 (2003)

    Article  MATH  Google Scholar 

  5. Yanushevskaya, I., Tooher, M., Gobl, C.: Time- and amplitude-based voice source correlates of emotional portrayals. In: Proceedings of Affective Computing and Intelligent Interaction, ACII, Lisbon, pp. 159–170 (2007)

    Google Scholar 

  6. Laukkanen, A.-M., Vilkman, E., Alku, P., Oksanen, H.: Physical variations related to stress and emotional state: a preliminary study. J. Phonetics 24, 313–335 (1996)

    Article  Google Scholar 

  7. Cummings, K.E., Clements, M.A.: Analysis of the glottal excitation of emotionally styled and stressed speech. J. Acoust. Soc. Am. 98, 88–98 (1995)

    Article  Google Scholar 

  8. Rossato, S., Audibert, N., Aubergé, V.: Emotional voice measurement: A comparison of articulatory-EGG and acoustic amplitude parameters. In: Proceedings of the 2nd Int. Conf. on Speech Prosody, Nara, Japan, pp. 749–752 (2004)

    Google Scholar 

  9. Murphy, P.J., Laukkanen, A.-M.: Electroglottogram analysis of emotionally styled phonation. In: Esposito, A., Hussain, A., Marinaro, M., Martone, R. (eds.) Multimodal Signals: Cognitive and Algorithmic Issues. LNCS (LNAI), vol. 5398, pp. 264–270. Springer, Heidelberg (2009)

    Chapter  Google Scholar 

  10. Murphy, P., Laukkanen, A.-M.: Investigation of Normalised Time of Increasing Vocal Fold Contact as a Discriminator of Emotional Voice Type. In: Esposito, A., et al. (eds.) Proceedings of the 2nd COST 2102 International Conference on Cross-Modal Analysis of Speech, Gesture, Gaze and Facial Expressions Prague. LNCS (LNAI). Springer, Heidelberg (2009)

    Google Scholar 

  11. Rothenberg, M., Mashie, J.: Monitoring vocal fold abduction through vocal fold contact area. J. Speech Hear Res. 31, 338–351 (1988)

    Article  Google Scholar 

  12. Titze, I.: Interpretation of the electroglottographic signal. J. Voice 4, 1–9 (1990)

    Article  Google Scholar 

  13. Henrich, N., d’Alessandro, C., Castellengo, M., Doval, B.: On the use of the derivative of electroglottographic signals for characterization of nonpathological phonation. J. Acoust. Soc. Am. 115, 1321–1332 (2004)

    Article  Google Scholar 

  14. Childers, D.G., Hicks, D.M., Moore, G.P., Eskenazi, L., Lalwani, A.L.: Electroglottography and vocal fold physiology. J. Speech Hear. Res. 33, 245–254 (1990)

    Article  Google Scholar 

  15. Titze, I.: Parameterization of the glottal area, glottal flow, and vocal fold contact area J. Acoust. Soc. Am. 75, 570–580 (1984)

    Article  Google Scholar 

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Murphy, P.J., Laukkanen, AM. (2010). Analysis of Emotional Voice Using Electroglottogram-Based Temporal Measures of Vocal Fold Opening. In: Esposito, A., Campbell, N., Vogel, C., Hussain, A., Nijholt, A. (eds) Development of Multimodal Interfaces: Active Listening and Synchrony. Lecture Notes in Computer Science, vol 5967. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-12397-9_24

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  • DOI: https://doi.org/10.1007/978-3-642-12397-9_24

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-642-12396-2

  • Online ISBN: 978-3-642-12397-9

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