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
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