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Optimal Curve Fitting of Speech Signal for Disabled Children


Affiliations
1 Department of Electronics and Communication Engineering, Sri Bhagawan Mahaveer Jain College of Engineering, Bangalore-562112, Karnataka, India
2 Department of Electronics and Communication Engineering, Nitte Meenakshi Institute of Technology, Yelahanka, Bangalore-560064, Karnataka, India
 

In this work, the amplitude profile of sampled speech data were fitted by employing sum of sine functions with a confidence level more than 90%. Furthermore, amplitude correlation technique is applied between original speech signal samples of normal and pathological subjects and correlation technique is also applied between the curve fit constant values for normal and pathological subjects. Results obtained in both the techniques were compared to determine the varying degrees of speech disability severity.

Keywords

Correlation, Curve Fitting, Discrete Time Signal, Linear Filter, Speech Disability.
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  • Optimal Curve Fitting of Speech Signal for Disabled Children

Abstract Views: 342  |  PDF Views: 158

Authors

Anandthirtha B. Gudi
Department of Electronics and Communication Engineering, Sri Bhagawan Mahaveer Jain College of Engineering, Bangalore-562112, Karnataka, India
H. C. Nagaraj
Department of Electronics and Communication Engineering, Nitte Meenakshi Institute of Technology, Yelahanka, Bangalore-560064, Karnataka, India

Abstract


In this work, the amplitude profile of sampled speech data were fitted by employing sum of sine functions with a confidence level more than 90%. Furthermore, amplitude correlation technique is applied between original speech signal samples of normal and pathological subjects and correlation technique is also applied between the curve fit constant values for normal and pathological subjects. Results obtained in both the techniques were compared to determine the varying degrees of speech disability severity.

Keywords


Correlation, Curve Fitting, Discrete Time Signal, Linear Filter, Speech Disability.