• DocumentCode
    3079811
  • Title

    Analysis of the chaotic nature of speech prosody and music

  • Author

    Thomas, Abu ; Gopinath, Deepa P.

  • Author_Institution
    Dept. of ECE, Coll. of Eng., Trivandrum, India
  • fYear
    2012
  • fDate
    7-9 Dec. 2012
  • Firstpage
    210
  • Lastpage
    215
  • Abstract
    Speech and music prosody deals with the presence of rhythm. This work is the analysis of the presence of the chaotic nature in the duration patterns of speech segments. A chaotic system is one whose characteristics are apparently random with some amount of predictability. This study is carried out both quantitatively and qualitatively. The qualitative analysis is carried out using recurrence plots and phase space plots, whereas quantitative analysis is carried out using statistical measurements such as Hurst Exponent and Recurrence period density entropy (RPDE). Results obtained in the chaotic analysis are useful in electronic music synthesis and speech synthesis in order to improve the naturality of speech generated.
  • Keywords
    chaos; entropy; music; speech processing; Hurst exponent; RPDE; chaotic nature; chaotic nature analysis; chaotic system; duration patterns; electronic music synthesis; music; phase space plots; predictability; quantitative analysis; recurrence period density entropy; recurrence plots; rhythm; speech generation; speech prosody; speech segments; speech synthesis; statistical measurements; Chaos; Databases; Rhythm; Space vehicles; Speech; Statistical analysis; Time series analysis; Hurst exponent; Prosody; RPDE; chaos; phase space plot; recurrence plot; rhythm;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    India Conference (INDICON), 2012 Annual IEEE
  • Conference_Location
    Kochi
  • Print_ISBN
    978-1-4673-2270-6
  • Type

    conf

  • DOI
    10.1109/INDCON.2012.6420617
  • Filename
    6420617