Analysis Of Speech Of People With Parkinsons Disease
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Author | : Juan Rafael Orozco-Arroyave |
Publisher | : Logos Verlag Berlin GmbH |
Total Pages | : 146 |
Release | : 2016-11-11 |
Genre | : Medical |
ISBN | : 3832543619 |
Download Analysis of Speech of People with Parkinson's Disease Book in PDF, Epub and Kindle
The analysis of speech of people with Parkinson's disease is an interesting and highly relevant topic that has attracted the research community during several years. The advances in digital signal processing and pattern recognition have motivated the research community to work on the development of computational tools to perform automatic analysis of speech. Most of the contributions on this topic are focused on sustained phonation of vowels and only consider recordings of one language. This thesis addresses two problems considering recordings of sustained phonations of vowels and continuous speech signals: (1) the automatic classification of Parkinson's patients vs. healthy speakers, and (2) the prediction of the neurological state of the patients according to the motor section of the Unified Parkinson's Disease Rating Scale (UPDRS). Recordings of three languages are considered: Spanish, German, and Czech. German and Czech data were provided by other researchers, and Spanish data were recorded in Medellin, Colombia, during the development of this work. Besides the classical approaches to assess pathological speech, a new method to model articulation deficits of Parkinson's patients is proposed. This new articulation modeling approach shows to be more accurate and robust than others to discriminate between Parkinson's patients and healthy speakers in the three considered languages.
Author | : Sheila Scott |
Publisher | : Aspen Publishers |
Total Pages | : 136 |
Release | : 1985 |
Genre | : Medical |
ISBN | : |
Download Communication in Parkinson's Disease Book in PDF, Epub and Kindle
Author | : Tomás Arias-Vergara |
Publisher | : Logos Verlag Berlin GmbH |
Total Pages | : 276 |
Release | : 2022-12-15 |
Genre | : Computers |
ISBN | : 3832555617 |
Download Analysis of Pathological Speech Signals Book in PDF, Epub and Kindle
This book addresses the automatic analysis of speech disorders resulting from a clinical condition (Parkinson's disease and hearing loss) or the natural aging process. For Parkinson's disease, the progression of speech symptoms is evaluated by considering speech recordings captured in the short-term (4 months) and long-term (5 years). Machine learning methods are used to perform three tasks: (1) automatic classification of patients vs. healthy speakers. (2) regression analysis to predict the dysarthria level and neurological state. (3) speaker embeddings to analyze the progression of the speech symptoms over time. For hearing loss, automatic acoustic analysis is performed to evaluate whether the duration and onset of deafness (before or after speech acquisition) influence the speech production of cochlear implant users. Additionally, articulation, prosody, and phonemic analyses show that cochlear implant users present altered speech production even after hearing rehabilitation.
Author | : Jeremy R. Playfer |
Publisher | : Radcliffe Publishing |
Total Pages | : 428 |
Release | : 2008 |
Genre | : Medical |
ISBN | : 1846191149 |
Download Parkinson's Disease in the Older Patient Book in PDF, Epub and Kindle
This text represents a detailed guide to the holistic assessment and the management of older patients with Parkinson's disease, based on current concepts in the management of chronic diseases and the caring strategies required in the four stages.
Author | : Malcolm Ray McNeil |
Publisher | : |
Total Pages | : 276 |
Release | : 1984 |
Genre | : Medical |
ISBN | : |
Download The Dysarthrias Book in PDF, Epub and Kindle
Author | : C. Warren Olanow |
Publisher | : John Wiley & Sons |
Total Pages | : 916 |
Release | : 2011-07-18 |
Genre | : Medical |
ISBN | : 1444397966 |
Download Parkinson's Disease Book in PDF, Epub and Kindle
Parkinson's Disease has traditionally been seen as a movement disorder, and diagnosed by the development of tremor. However, we are beginning to understand that the disease manifests itself in many ways, and that earlier diagnosis might be possible through non-tremor symptoms. This textbook aims to tell the full story of non-motor and non-dopaminergic features of Parkinson's Disease.
Author | : Maurice L. Joselson |
Publisher | : |
Total Pages | : 80 |
Release | : 1966 |
Genre | : Parkinson's disease |
ISBN | : |
Download An Analysis of the Reports of Voice Qualities Noted in the Speech of a Group of Patients with a Diagnosos of Parkinson's Disease Book in PDF, Epub and Kindle
Author | : Louise Cummings |
Publisher | : Cambridge University Press |
Total Pages | : 527 |
Release | : 2016-10-06 |
Genre | : Language Arts & Disciplines |
ISBN | : 1107154871 |
Download Case Studies in Communication Disorders Book in PDF, Epub and Kindle
This is a collection of 48 highly useful case studies of children and adults with communication disorders.
Author | : Bernhard Schölkopf |
Publisher | : MIT Press |
Total Pages | : 428 |
Release | : 2004 |
Genre | : Computers |
ISBN | : 9780262195096 |
Download Kernel Methods in Computational Biology Book in PDF, Epub and Kindle
A detailed overview of current research in kernel methods and their application to computational biology.
Author | : Kathryn M. Yorkston |
Publisher | : Pro Ed |
Total Pages | : 576 |
Release | : 2010-01-01 |
Genre | : Medical |
ISBN | : 9781416404347 |
Download Management of Motor Speech Disorders in Children and Adults Book in PDF, Epub and Kindle
MANAGEMENT OF MOTOR SPEECH Disorders in Children and Adults emphasizes how to make clinical decisions based on the underlying neuropathology and severity OF the disorder. The third edition OF this must-have book covers basic neurologic and general information associated with the various diseases, disorders, and syndromes that cause MOTOR SPEECH disorders, and it will serve as an excellent reference source for those practicing in a medical setting. This text contains several noteworthy modifications. 1. DVD - contains 26 video segments showing children and adults with dysarthria and apraxia OF SPEECH engaged in a range OF speaking tasks. Intelligibility, aerodynamic, and endoscopic assessments OF SPEECH performance are illustrated, as are brief demonstrations and interviews with a prosthodontist and a SPEECH-language pathologist involved in respiratory, palatal lift, and nasal obturation interventions. 2. ANCDS - content from the eight recently published practice guidelines developed by the Academy OF Neurologic Communication Disorders and Sciences (ANCDS) for the MOTOR SPEECH disorders field are integrated into this edition. 3. ICF - terminology and concepts OF the International Classification OF Function, Disability and Health (ICF) model are integrated through the book 4. New Chapter 13 - lists conditions associated with MOTOR SPEECH disorders and summarizes the medical aspects and SPEECH characteristics OF various conditions. Complete Kit Includes: Textbook and Video Segments DVD. c2010