Analysis of Speech of People with Parkinson's Disease

Analysis of Speech of People with Parkinson's Disease
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.

Effects of Speaking Mode (clear, Habitual, Slow Speech) on Vowels and Intelligibility of Individuals with Parkinson's Disease

Effects of Speaking Mode (clear, Habitual, Slow Speech) on Vowels and Intelligibility of Individuals with Parkinson's Disease
Author: Rebekah A. Buccheri
Publisher:
Total Pages: 336
Release: 2013
Genre:
ISBN: 9781303660535

Download Effects of Speaking Mode (clear, Habitual, Slow Speech) on Vowels and Intelligibility of Individuals with Parkinson's Disease Book in PDF, Epub and Kindle

The present study examined the effects of speaking mode (clear, habitual, slow speech) on speech production and speech perception of individuals with and without Parkinson's disease. In the speech production task there were 21 speakers who read the Farm passage in habitual, clear and slow speech modes. Acoustic analysis involving the assessment of the first and second formant frequencies was performed using vowel space areas, vowel dispersions, /i-alpha/ distances for both tense and lax vowels produced in each of the speaking conditions. Duration ratios of both the tense and lax vowels were also examined in each condition. Effects of the conditions on perception were investigated in two listening tasks. In the first task, 3 listeners heard a subset of speakers from the production portion. In a forced choice task the listeners then selected the vowel they preferred in a given speaking condition. In the second listening task, 10 listeners used a 7-point Likert rating scale to rate 4 sentences produced in each of the 3 conditions for the 21 speakers. Production results showed that vowel space areas were larger in the clear and slow conditions compared to habitual, with no statistically significant difference between clear and slow. Results from the first listening task showed a preference for vowels in clear speech mode, and the second showed that speakers were rated most intelligible in clear speech mode.

Acoustic and Articulatory Kinematic Vowel Space in Parkinsonian Speech

Acoustic and Articulatory Kinematic Vowel Space in Parkinsonian Speech
Author: Marisa Lucarelli
Publisher:
Total Pages: 79
Release: 2019
Genre: Articulation disorders
ISBN:

Download Acoustic and Articulatory Kinematic Vowel Space in Parkinsonian Speech Book in PDF, Epub and Kindle

This study compares acoustic and articulatory productions of Parkinsonian speakers to healthy controls, concentrating more specifically on how vowels are articulated in the presence of tremors and rigidity. Four subjects diagnosed with Parkinson's Disease and four healthy controls were recorded stating utterances comprised of six English vowels on a 3-D Electromagnetic Articulograph. Acoustic differences in vowel quality between the healthy and pathological speech were measured and analyzed by extracting the first and second formant frequencies from the acoustic signal. Similarly, differences in vowel articulation were studied by comparing the maximum displacement of the tongue between the two populations. Acoustic and articulatory vowel space areas were also calculated in a scatter plot. Statistical analysis comparing the acoustic and articulatory vowel space area, vowel production and formant frequencies show an overall decreased acoustic tense and lax vowel space area in those with Parkinson's disease with the exception for tense vowels in males. Parkinsonian speakers also had a higher variability of individual vowel productions, both acoustically and articulatorily while maintaining vowel identity and have more variability overall in the vowel productions related to the vertical axis.

Automatic Assessment of Parkinsonian Speech

Automatic Assessment of Parkinsonian Speech
Author: Juan I. Godino-Llorente
Publisher: Springer Nature
Total Pages: 133
Release: 2021-01-02
Genre: Computers
ISBN: 3030656543

Download Automatic Assessment of Parkinsonian Speech Book in PDF, Epub and Kindle

This book constitutes the revised and extended papers of the First Automatic Assessment of Parkinsonian Speech Workshop, AAPS 2019, held in Cambridge, Massachusetts, USA, in September 2019. The 6 full papers were thoroughly reviewed and selected from 15 submissions. They present recent research on the automatic assessment of parkinsonian speech from the point of view of such disciplines as machine learning, speech technology, phonetics, neurology, and speech therapy

An Acoustic Analysis of Speech Rate Control Procedures in Parkinson's Disease [microform]

An Acoustic Analysis of Speech Rate Control Procedures in Parkinson's Disease [microform]
Author: Lisa Marie Odlozinski
Publisher: National Library of Canada = Bibliothèque nationale du Canada
Total Pages: 133
Release: 1998
Genre:
ISBN: 9780612307384

Download An Acoustic Analysis of Speech Rate Control Procedures in Parkinson's Disease [microform] Book in PDF, Epub and Kindle

This study was designed to examine the effect of four rate control procedures on speech rate in Parkinson's Disease (PD) and normal subjects. Utterance duration of a target phrase across fast and slow speaking conditions was measured during the following rate control procedures: magnitude production, delayed auditory feedback, computerized rhythmic pacing, and metronome pacing. The main findings were that PD subjects produced a faster rate of speech than normals during the slowest speech conditions of magnitude production, thereby underestimating the scaling of their speech at the slowest end of the continuum. In addition, it was found that PD subjects were more variable than normals during the slowest speech rate conditions of each rate control procedure. Furthermore, during the visuomotor speech task of the computerized rhythmic pacing procedure, PD subjects produced more variable speech rates. These results appear to be in general agreement with previous studies of speech rate in patients with PD.

Models and Analysis of Vocal Emissions for Biomedical Applications

Models and Analysis of Vocal Emissions for Biomedical Applications
Author: Manfredi, Claudia
Publisher: Firenze University Press
Total Pages: 156
Release: 2017-11-30
Genre: Technology & Engineering
ISBN: 886453606X

Download Models and Analysis of Vocal Emissions for Biomedical Applications Book in PDF, Epub and Kindle

The International Workshop on Models and Analysis of Vocal Emissions for Biomedical Applications (MAVEBA) came into being in 1999 from the particularly felt need of sharing know-how, objectives and results between areas that until then seemed quite distinct such as bioengineering, medicine and singing. MAVEBA deals with all aspects concerning the study of the human voice with applications ranging from the neonate to the adult and elderly. Over the years the initial issues have grown and spread also in other aspects of research such as occupational voice disorders, neurology, rehabilitation, image and video analysis. MAVEBA takes place every two years always in Firenze, Italy.

Acoustic Analysis of Internally Versus Externally Guided Speech in Parkinson's Disease

Acoustic Analysis of Internally Versus Externally Guided Speech in Parkinson's Disease
Author: Susannah Balestracci
Publisher:
Total Pages: 48
Release: 2015
Genre: Parkinson's disease
ISBN:

Download Acoustic Analysis of Internally Versus Externally Guided Speech in Parkinson's Disease Book in PDF, Epub and Kindle

It is well established that individuals with Parkinson's disease (PD) exhibit differences in their ability to perform internally guided (IG) movements versus externally guided (EG) movements. The goal of this study was to evaluate the vocal parameters of utterances produced by ten speakers with Parkinson's disease in two contexts: covert conversation (an IG context) and sentence reading (an EG context). Analyses were centered on measures of dysfluency, speaking rate and pitch variation. Results revealed significant differences for two of the ten speakers between speaking conditions. Namely, these speakers spoke faster and more fluently in the EG condition. Findings partially align with those of the original study (Weir-Mayta, 2014) which found perceptually salient differences between IG and EG conditions for six of the ten speakers. Future research is needed to continue to explicate the effects of external cuing on motor speech performance in individuals with PD.