• DocumentCode
    2541871
  • Title

    Exploration of Analyzing Emotion Strength in Speech Signal

  • Author

    Wang, Jianming ; Dou, Ruzhe ; Yan, Zhijie ; Wang, Zhongwei ; Zhang, Zhong

  • Author_Institution
    Sch. of Inf. & Commun. Eng., Tianjin Polytech. Univ., Tianjin, China
  • fYear
    2009
  • fDate
    4-6 Nov. 2009
  • Firstpage
    1
  • Lastpage
    4
  • Abstract
    A method to measure the emotion strength in speech was proposed in the paper. Firstly, it was assumed that neutral speech doesn´t contain any emotion and then the speech emotion shifting assumption was proposed. A measure function was determined by maximizing the speech emotion shifting assumption, by which quantification values of speech samples were calculated. A speech database with different emotion strength levels was built in the order of verifying the emotion strength analysis method. The experimental results showed that the method is reasonable for measuring the emotion strength in speech.
  • Keywords
    emotion recognition; speech recognition; emotion strength analysis; speech emotion shifting assumption; speech signal; Databases; Hybrid fiber coaxial cables; Neuroscience; Paper technology; Pattern recognition; Shape; Signal analysis; Speech analysis; Zinc;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Pattern Recognition, 2009. CCPR 2009. Chinese Conference on
  • Conference_Location
    Nanjing
  • Print_ISBN
    978-1-4244-4199-0
  • Type

    conf

  • DOI
    10.1109/CCPR.2009.5344042
  • Filename
    5344042