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Discrimination of People with Parkinson (PWP) Disease on the basis of Voice Parameter Analysis

by Dixit, Vikas Mittal, Yuvraj Sharma
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International Journal of Computer Applications
Foundation of Computer Science (FCS), NY, USA
Volume 94 - Number 13
Year of Publication: 2014
Authors: Dixit, Vikas Mittal, Yuvraj Sharma
10.5120/16401-6078

Dixit, Vikas Mittal, Yuvraj Sharma . Discrimination of People with Parkinson (PWP) Disease on the basis of Voice Parameter Analysis. International Journal of Computer Applications. 94, 13 ( May 2014), 9-14. DOI=10.5120/16401-6078

@article{ 10.5120/16401-6078,
author = { Dixit, Vikas Mittal, Yuvraj Sharma },
title = { Discrimination of People with Parkinson (PWP) Disease on the basis of Voice Parameter Analysis },
journal = { International Journal of Computer Applications },
issue_date = { May 2014 },
volume = { 94 },
number = { 13 },
month = { May },
year = { 2014 },
issn = { 0975-8887 },
pages = { 9-14 },
numpages = {9},
url = { https://ijcaonline.org/archives/volume94/number13/16401-6078/ },
doi = { 10.5120/16401-6078 },
publisher = {Foundation of Computer Science (FCS), NY, USA},
address = {New York, USA}
}
%0 Journal Article
%1 2024-02-06T22:17:32.056567+05:30
%A Dixit
%A Vikas Mittal
%A Yuvraj Sharma
%T Discrimination of People with Parkinson (PWP) Disease on the basis of Voice Parameter Analysis
%J International Journal of Computer Applications
%@ 0975-8887
%V 94
%N 13
%P 9-14
%D 2014
%I Foundation of Computer Science (FCS), NY, USA
Abstract

Voice is the essential medium of man's communication in social as well as professional interactions. The human voice also reflects the state of health in many medical conditions which leads voice alterations in patients. This paper presents a voice analysis approach for discriminating the People With Parkinson (PWP) on the basis of extracted voice parameters. Voice analysis basically deals with decomposition of voice signal into voice parameters for processing the resulted features in desirable application. The features that are extracted in this paper are: frequency, pitch, voice intensity, formant, speech rate and pulse functions like Jitter (local), Jitter (local, absolute), Jitter (rap), Jitter (ppq5), Jitter (ddp), Shimmer (local), Shimmer (local, dB), Shimmer (apq3), Shimmer (apq5), Shimmer (apq11), Shimmer (dda) and Harmonic coefficients.

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Index Terms

Computer Science
Information Sciences

Keywords

Voice analysis technique PWP prosody features voice dysphonia voice parameters Hypokinetic dysarthria

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