Measurement Of Tremor In The Voices Of Speakers With Parkinson’s Disease
Main Article Content
Abstract
A study is presented analyzing tremor in the voice of speakers that were diagnosed with Parkinson’s disease (PD). The examined sounds are sustained /a/s, originating from a large dysarthric speech corpus. Six measures of vocal tremor are extracted from these vowels by applying a self-developed algorithm that is based on autocorrelation of contours and implemented as a script of an open-source speech analysis program. Univariate analyses of covariance reveal significantly raised tremor magnitudes (tremor intensity indices and tremor power indices) in PD speakers off medication as compared to a control group as well as within PD speakers in off medication condition as compared to on medication. No significant differences are found between the control group and PD speakers on medication as well as for tremor frequencies. However, the greater part of variance in tremor measures is always accounted for the speakers’ age
Article Details
References
A.Nebel,G.Deuschl, Dysarthrie und dysphagia bei morbus Parkinson.stuttgart:thieme,2008.
P.Gillivan-Murphy ,Voice tremor in Parkinson s’disease PD, Identification,Characterisation and relationship with speech ,voice ,and disease variable,dissertation,university of Newcastle, retrieved 15 june 2015 from : hhtp://theses.ncl.ac.uk/ dspace/bitdtream/10443/2170/1/ Gillivan-Murphy 13.pdf.
L.cnockaert et al., Effect of intensive voice therapy on vocal tremor for Parkinson speakers in INTERSPEECH 2007-8th Annual conference of the international speech communication association, august 27-31,antwerpen,proceeding,2007.
How to manage sound ,physiological and clinical data of 2500 dysphonicand dysarthric speakers , speech communication,vol.54, no.5,pp.664-679,2012.
P.Boersma, D.Weenink.2014,dec. praat: doing phonetics by computer ( computer progam, version 5.4.02, online.Available: http://www.praat.org.
M.Bruckl, tremor 2.06. A praat-script to measure vocal tremor (Computer program) version 2.06, retrieved 15 june 2015 from http://www.brykl.de/tremor 2.06.zip.
M.Bruckl, Vocal tremor measurement based on autocorrelation of contours in INTERSPEECH 2012-13th Annual conference of the international speech communication association, septembre 9-13,Portland or, proceedings,2012.
Kay Elemetrics corp, Multi-dimensional voice program ( MDVP), model 5105.( computer program, version 2.6.2), 1993/2003.
J.Bortz, C.Schuster , statistic fur human-und sozialwissenschaftler.berlin: springer,2010.
S.Olejnik J.Algeria , Generalized eta and omega squared statistics: Measures of effect size for some common research designs , in psychological Methods,vol.8 no .4,pp.434-447,2003.
R.Bakeman, Recommended effect size statistics for repeated measures designs , in behavior research methods, vol.37 no.3,pp.379-384,2005.
M.Bruckl ,Altersbedingte veranderungen der stimme und spechweise von Frauen.Berlin : Logos,2011.A.Tsanas et al, Novel speech signal processing algorithm for high accuracy classification of Parkinson s disease in IEEE Transactions on biomedical engineering, vol.59 no.5,pp. 1264-1271,2012.
A.Ghio et al.,