Abraham Thomas’s research while affiliated with College of Engineering Trivandrum and other places

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Publications (1)


Analysis of the chaotic nature of speech prosody and music
  • Conference Paper

December 2012

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51 Reads

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4 Citations

Abraham Thomas

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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.

Citations (1)


... In this study, two different types of recurrence plots are generated, which are black-white recurrence plots (BW-RP) and gray scale recurrence plots (GS-RP). Recurrence plots were proposed to visualize and analyze dynamic times series [20] and have become popular in the application domains of music [52] , dance [46] , cyber security [37] , mechanical systems [42] , wind energy systems [12] , finance [26] , health [58] , and bioinformatics [57] . Deep learning has became one of the most powerful tools for classifying image datasets [34] . ...

Reference:

Convolutional Neural Network Analysis of Recurrence Plots for High Resolution Melting Classification
Analysis of the chaotic nature of speech prosody and music
  • Citing Conference Paper
  • December 2012