• DocumentCode
    2402298
  • Title

    Evaluation of the relationship between emotional concepts and emotional parameters on speech

  • Author

    Moriyama, Tsuyoshi ; Saito, Hideo ; Ozawa, Shinji

  • Author_Institution
    Dept. of Electr. Eng., Keio Univ., Yokohama, Japan
  • Volume
    2
  • fYear
    1997
  • fDate
    21-24 Apr 1997
  • Firstpage
    1431
  • Abstract
    We propose a linear model of the relationship between the physical changes in speech and perceived emotional concepts. We make use of orthogonal bases in spite of the emotional words and the physical parameters themselves in order to avoid dependence on the method of selecting words and parameters. Furthermore we regard the emotions that listeners perceive from speech as the standard or emotional concepts because the emotions that speakers intended rely on their personality and temporary psychological state. Evaluation for relative information indicates that the proposed linear model is representable for the relationship between the physical quantities and psychological quantities in speech
  • Keywords
    human factors; linear systems; parameter estimation; psychology; speech processing; emotional concepts; emotional parameters; emotional words; linear model; orthogonal bases; perceived emotional concepts; personality; physical changes; physical parameters; physical quantities; psychological quantities; speech; temporary psychological state; Communication standards; Data mining; Human factors; Man machine systems; Psychology; Reproducibility of results; Speech analysis;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Acoustics, Speech, and Signal Processing, 1997. ICASSP-97., 1997 IEEE International Conference on
  • Conference_Location
    Munich
  • ISSN
    1520-6149
  • Print_ISBN
    0-8186-7919-0
  • Type

    conf

  • DOI
    10.1109/ICASSP.1997.596217
  • Filename
    596217