Classification of speech intelligibility in Parkinson's disease
作者： Taha Khan , Jerker Westin , Mark Dougherty
DOI: 10.1016/J.BBE.2013.10.003
关键词: Phonation 、 Psychology 、 Dysarthria 、 Articulation (phonetics) 、 Speech processing 、 Audiology 、 Tele monitoring 、 Parkinson's disease
摘要: … These features were then used in training a support vector machine (SVM) using n-fold cross validation. The dataset used for method development and evaluation consisted of 240 …
sci-hub.se 参考文章(35)
Roman Cmejla, Hana Ruzickova, Jan Rusz, Evzen Ruzicka, Objectification of dysarthria in Parkinson's disease using Bayes theorem international conference on electronics hardware wireless and optical communications. pp. 165- 169 ,(2011)
S Fahn, Unified Parkinson's Disease Rating Scale Recent developments in Parkinson's disease. ,vol. 2, pp. 293- 304 ,(1987)
Donald B. Freed, Motor Speech Disorders: Diagnosis and Treatment ,(2018)
B. E. Murdoch, Dysarthria : a physiological approach to assessment and treatment Stanley Thornes. ,(1998)
Hong Goo Kang, Samuel Kim, Thomas Eriksson, On the time variability of vocal tract for speaker recognition international conference on spoken language processing. ,(2004)
Harrison N. Jones, Prosody in Parkinson's Disease Perspectives on Neurophysiology and Neurogenic Speech and Language Disorders. ,vol. 19, pp. 77- 82 ,(2009) , 10.1044/NNSLD19.3.77
Charles E. Metz, Basic principles of ROC analysis Seminars in Nuclear Medicine. ,vol. 8, pp. 283- 298 ,(1978) , 10.1016/S0001-2998(78)80014-2
Amy D. Rodriguez, Aprosodia Secondary to Right Hemisphere Damage Perspectives on Neurophysiology and Neurogenic Speech and Language Disorders. ,vol. 19, pp. 71- 76 ,(2009) , 10.1044/NNSLD19.3.71
Christopher G. Goetz, Glenn T. Stebbins, David Wolff, William DeLeeuw, Helen Bronte-Stewart, Rodger Elble, Mark Hallett, John Nutt, Lorraine Ramig, Terence Sanger, Allan D. Wu, Peter H. Kraus, Lucia M. Blasucci, Ejaz A. Shamim, Kapil D. Sethi, Jennifer Spielman, Ken Kubota, Andrew S. Grove, Eric Dishman, C. Barr Taylor, Testing objective measures of motor impairment in early Parkinson's disease: Feasibility study of an at-home testing device. Movement Disorders. ,vol. 24, pp. 551- 556 ,(2009) , 10.1002/MDS.22379
Peter Murphy, Source-filter comparison of measurements of fundamental frequency perturbation and amplitude perturbation for synthesized voice signals. Journal of Voice. ,vol. 22, pp. 125- 137 ,(2008) , 10.1016/J.JVOICE.2006.09.007