Skip to main content

Discussion of the Results

  • Chapter
  • First Online:
  • 1283 Accesses

Part of the book series: T-Labs Series in Telecommunication Services ((TLABS))

Abstract

After having presented detailed results from personality modeling out of the perspective of exploiting different data sets with different inherent characteristics this chapter concludes on and discusses general tendencies across all differences in the data structure, i.e. results are now presented and discussed along a personality-centered perspective for personality classification and individual trait score prediction success. Finally, the chapter adds a comprehensive analysis of influencing factors and unexpected observations during processing.

This is a preview of subscription content, log in via an institution.

Buying options

Chapter
USD   29.95
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
eBook
USD   84.99
Price excludes VAT (USA)
  • Available as EPUB and PDF
  • Read on any device
  • Instant download
  • Own it forever
Hardcover Book
USD   109.99
Price excludes VAT (USA)
  • Durable hardcover edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Purchases are for personal use only

Learn about institutional subscriptions

Notes

  1. 1.

    The larynx is an organ situated at the bottom of the throat.

References

  • Addington DW (1968) The relationship of selected vocal characteristics to personality perceptions. Speech Monogr 35(4):492–503

    Article  Google Scholar 

  • Allport GW (1937) Personality: a psychological interpretation. Holt, Rinehart & Winston, New York

    Google Scholar 

  • Allport G, Odbert H (1936) Trait-names: a psycholexical study. Psychological Monogr 47(211)

    Google Scholar 

  • Apple W, Streeter LA, Krauss RM (1979) Effects of pitch and speech rate on personal attributions. J Pers Soc Psychology 37(5):715–727

    Article  Google Scholar 

  • Aronovitch CD (1976) The voice of personality: stereotyped judgments and their relation to voice quality and sex of speaker. J Soc Psychology 99(2):207–220

    Article  Google Scholar 

  • Buller DB, Aune RK (1988) The effects of vocalics and nonverbal sensitivity on compliance a speech accommodation theory explanation. Hum Commun Res 14:548–568

    Article  Google Scholar 

  • Fayyad UM, Irani KB (1992) On the handling of continuous-valued attributes in decision tree generation. Mach Learn 8:87–102

    MATH  Google Scholar 

  • Hollander M, Wolfe D (1999) Nonparametric statistical methods, 2nd edn. Wiley, New York

    MATH  Google Scholar 

  • Ivanov AV, Riccardi G, Sporka AJ, Franc J (2011) Recognition of personality traits from human spoken conversations. In: Proceedings of INTERSPEECH 2011, pp 1549-1552

    Google Scholar 

  • Mairesse F, Walker MA, Mehl MR, Moore RK (2007) Using linguistic cues for the automatic recognition of personality in conversation and text. J Artif Intell Res 30:457–500

    MATH  Google Scholar 

  • Mallory EB, Miller VR (1958) A possible basis for the association of voice characteristics and personality traits. Speech Monogr 25:255–260

    Article  Google Scholar 

  • McCrae RR, Terracciano A (2005) Personality profiles of cultures: aggregate personality traits. J Pers Soc Psychology 89(3):407–425

    Article  Google Scholar 

  • Mohammadi G, Mortillaro M, Vinciarelli A (2010) The voice of personality: mapping nonverbal vocal behavior into trait attributions. In: Proceedings of the international workshop on social signal processing, pp 17–20

    Google Scholar 

  • Mohammadi G, Vinciarelli A (2011) Humans as feature extractors: combining prosody and personality perception for improved speaking style recognition. In: Proceedings of IEEE international conference on systems, man and cybernetics, pp 363–366

    Google Scholar 

  • Neppert J, Pétursson M (1986) Elemente einer akustischen Phonetik. Helmut Buske

    Google Scholar 

  • Pittam J (1994) Voice in social interaction: an interdisciplinary approach. Sage, London

    Google Scholar 

  • Quené H, Semin G, Foroni F (2012) Audible smiles and frowns affect speech comprehension. Speech Commun 54(7):917–922

    Article  Google Scholar 

  • Ramirez J, Górriz JM, Segura JC (2007) Voice activity detection. Fundamentals and speech recognition system robustness. Robust Speech Recognit Underst 6(9):1–22

    Google Scholar 

  • Rolland JP (2000) Cross-cultural validity of the five factor model of personality. In: XXVIIth International Congress of Psychology, Stockholm, Sweden

    Google Scholar 

  • Scherer KR (1974) Voice quality analysis of American and German speakers. J Psycholinguistic Res 3:281–298. doi:10.1007/BF01069244

    Article  MathSciNet  Google Scholar 

  • Scherer KR (1977) Effect of stress on fundamental frequency of the voice. J Acoust Soc Am 62:25–26

    Article  Google Scholar 

  • Scherer KR (1979) Personality markers in speech. Cambridge University Press, Cambridge, pp 147–209

    Google Scholar 

  • Scherer K (1995) Expression of emotion in voice and music. J Voice 9(3):235–248

    Article  Google Scholar 

  • Schröder M, Grice M (2003) Expressing vocal effort in concatenative synthesis, pp 2589–2592. Citeseer

    Google Scholar 

  • Szameitat D, Darwin C, Szameitat A, Wildgruber D, Alter K (2011) Formant characteristics of human laughter. J Voice 25(1):32–37

    Article  Google Scholar 

  • Tusing K (2000) The sounds of dominance. Vocal precursors of perceived dominance during interpersonal influence. Hum Commun Res 26(1):148–171

    Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Tim Polzehl .

Rights and permissions

Reprints and permissions

Copyright information

© 2015 Springer International Publishing Switzerland

About this chapter

Cite this chapter

Polzehl, T. (2015). Discussion of the Results. In: Personality in Speech. T-Labs Series in Telecommunication Services. Springer, Cham. https://doi.org/10.1007/978-3-319-09516-5_6

Download citation

  • DOI: https://doi.org/10.1007/978-3-319-09516-5_6

  • Published:

  • Publisher Name: Springer, Cham

  • Print ISBN: 978-3-319-09515-8

  • Online ISBN: 978-3-319-09516-5

  • eBook Packages: EngineeringEngineering (R0)

Publish with us

Policies and ethics