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Automatic Assessment Of Parkinsonian Speech
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Book Synopsis Automatic Assessment of Parkinsonian Speech by : Juan I. Godino-Llorente
Download or read book Automatic Assessment of Parkinsonian Speech written by Juan I. Godino-Llorente and published by Springer Nature. This book was released on 2021-01-02 with total page 133 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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
Book Synopsis Automatic Assessment of Parkinsonian Speech by : Juan I. Godino-Llorente
Download or read book Automatic Assessment of Parkinsonian Speech written by Juan I. Godino-Llorente and published by . This book was released on 2020 with total page 125 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.
Book Synopsis Analysis of Speech of People with Parkinson's Disease by : Juan Rafael Orozco-Arroyave
Download or read book Analysis of Speech of People with Parkinson's Disease written by Juan Rafael Orozco-Arroyave and published by Logos Verlag Berlin GmbH. This book was released on 2016-11-11 with total page 146 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.
Book Synopsis Automatic Assessment of Disordered Speech Intelligibility by : Savyasachi Singh
Download or read book Automatic Assessment of Disordered Speech Intelligibility written by Savyasachi Singh and published by . This book was released on 2014 with total page 77 pages. Available in PDF, EPUB and Kindle. Book excerpt: (Regressors) and quality score is the target (dependent) variable. We apply linear regression and other non-linear methods such as Gaussian process regression and support vector regression. These models are trained on a dataset with known perceptual ratings, and thereafter used for prediction. The prediction performance is evaluated using various metrics such as mean-square error and Pearson's correlation coefficient. In this document we study the performance of our system in the intelligibility prediction experiment using a database of 160 sentences collected from 48 Parkinson's patients. The results of intelligibility prediction are encouraging, for example, the correlation between perceptual scores and computed scores is high (>0.9) showing excellent agreement.
Book Synopsis Analysis of Pathological Speech Signals by : Tomás Arias-Vergara
Download or read book Analysis of Pathological Speech Signals written by Tomás Arias-Vergara and published by Logos Verlag Berlin GmbH. This book was released on 2022-12-15 with total page 276 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.
Book Synopsis The Dysarthrias by : Malcolm Ray McNeil
Download or read book The Dysarthrias written by Malcolm Ray McNeil and published by . This book was released on 1984 with total page 276 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Book Synopsis Accuracy of Automatic Speech Recognition for Individuals with Parkinson's Disease by : Magdalen Ann Balz
Download or read book Accuracy of Automatic Speech Recognition for Individuals with Parkinson's Disease written by Magdalen Ann Balz and published by . This book was released on 2009 with total page 216 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Book Synopsis Recent Advances in Electrical and Electronic Engineering by : Bibhu Prasad Swain
Download or read book Recent Advances in Electrical and Electronic Engineering written by Bibhu Prasad Swain and published by Springer Nature. This book was released on 2023-11-03 with total page 584 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents select proceedings of the International Conference on Science, Technology and Engineering (ICSTE 2023) related to electrical and electronic engineering. Various topics covered include neural network classification, text detection from natural scene images, speech processing systems, Wi-Fi intrusion detection, machine learning, wireless sensor network, image retrieval, automatic speech recognition, device physics, power transfer, photovoltaics, antenna for ultra-wideband applications, electric vehicles, etc. The book is useful for researchers and professionals whose work involves electrical and electronics and computer science fields.
Book Synopsis Parkinson's Disease in the Older Patient by : Jeremy R. Playfer
Download or read book Parkinson's Disease in the Older Patient written by Jeremy R. Playfer and published by Radcliffe Publishing. This book was released on 2008 with total page 428 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.
Book Synopsis Text, Speech, and Dialogue by : Kamil Ekštein
Download or read book Text, Speech, and Dialogue written by Kamil Ekštein and published by Springer. This book was released on 2017-08-21 with total page 536 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the proceedings of the 20th International Conference on Text, Speech, and Dialogue, TSD 2017, held in Prague, CzechRepublic, in August 2017. The 56 regular papers presented together with 3 abstracts of keynote talks were carefully reviewed and selected from 117 submissions. They focus on topics such as corpora and language resources; speech recognition; tagging, classification and parsing of text and speech; speech and spoken language generation; semantic processing of text and speech; integrating applications of text and speech processing; automatic dialogue systems; as well as multimodal techniques and modelling.
Book Synopsis Text, Speech, and Dialogue by : Petr Sojka
Download or read book Text, Speech, and Dialogue written by Petr Sojka and published by Springer Nature. This book was released on 2020-09-01 with total page 550 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the proceedings of the 23rd International Conference on Text, Speech, and Dialogue, TSD 2020, held in Brno, Czech Republic, in September 2020.* The 54 full papers presented in this volume were carefully reviewed and selected from 110 submissions. They were organized in topical sections named text, speech, and dialogue. The book also contains 3 invited talks. * The conference was held virtually due to the COVID-19 pandemic.
Book Synopsis Automatic Speech Signal Analysis for Clinical Diagnosis and Assessment of Speech Disorders by : Ladan Baghai-Ravary
Download or read book Automatic Speech Signal Analysis for Clinical Diagnosis and Assessment of Speech Disorders written by Ladan Baghai-Ravary and published by Springer. This book was released on 2012-08-08 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: Automatic Speech Signal Analysis for Clinical Diagnosis and Assessment of Speech Disorders provides a survey of methods designed to aid clinicians in the diagnosis and monitoring of speech disorders such as dysarthria and dyspraxia, with an emphasis on the signal processing techniques, statistical validity of the results presented in the literature, and the appropriateness of methods that do not require specialized equipment, rigorously controlled recording procedures or highly skilled personnel to interpret results. Such techniques offer the promise of a simple and cost-effective, yet objective, assessment of a range of medical conditions, which would be of great value to clinicians. The ideal scenario would begin with the collection of examples of the clients’ speech, either over the phone or using portable recording devices operated by non-specialist nursing staff. The recordings could then be analyzed initially to aid diagnosis of conditions, and subsequently to monitor the clients’ progress and response to treatment. The automation of this process would allow more frequent and regular assessments to be performed, as well as providing greater objectivity.
Book Synopsis Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications by : Ingela Nyström
Download or read book Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications written by Ingela Nyström and published by Springer Nature. This book was released on 2019-10-25 with total page 800 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed conference proceedings of the 24rd Iberoamerican Congress on Pattern Recognition, CIARP 2019, held in Havana, Cuba, in October 2019. The 70 papers presented were carefully reviewed and selected from 128 submissions. The papers are organized in topical sections named: Data Mining: Natural Language Processing and Text Mining; Image Analysis and Retrieval; Machine Learning and Neural Networks; Mathematical Theory of Pattern Recognition; Pattern Recognition and Applications; Signals Analysis and Processing; Speech Recognition; Video Analysis.
Book Synopsis Models and Analysis of Vocal Emissions for Biomedical Applications by : Claudia Manfredi
Download or read book Models and Analysis of Vocal Emissions for Biomedical Applications written by Claudia Manfredi and published by Firenze University Press. This book was released on 2021-12-14 with total page 188 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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 newborn to the adult and elderly. Over the years the initial issues have grown and spread also in other fields of research such as occupational voice disorders, neurology, rehabilitation, image and video analysis. MAVEBA takes place every two years in Firenze, Italy. This edition celebrates twenty-two years of uninterrupted and successful research in the field of voice analysis.
Book Synopsis Proceedings of the 4th International Conference on Electronics, Biomedical Engineering, and Health Informatics by : Triwiyanto Triwiyanto
Download or read book Proceedings of the 4th International Conference on Electronics, Biomedical Engineering, and Health Informatics written by Triwiyanto Triwiyanto and published by Springer Nature. This book was released on with total page 690 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Book Synopsis Pathological Voice Analysis by : David Zhang
Download or read book Pathological Voice Analysis written by David Zhang and published by Springer Nature. This book was released on 2020-08-03 with total page 181 pages. Available in PDF, EPUB and Kindle. Book excerpt: While voice is widely used in speech recognition and speaker identification, its application in biomedical fields is much less common. This book systematically introduces the authors’ research on voice analysis for biomedical applications, particularly pathological voice analysis. Firstly, it reviews the field to highlight the biomedical value of voice. It then offers a comprehensive overview of the workflow and aspects of pathological voice analysis, including voice acquisition systems, voice pitch estimation methods, glottal closure instant detection, feature extraction and learning, and the multi-audio fusion approaches. Lastly, it discusses the experimental results that have shown the superiority of these techniques. This book is useful to researchers, professionals and postgraduate students working in fields such as speech signal processing, pattern recognition, and biomedical engineering. It is also a valuable resource for those involved in interdisciplinary research.
Book Synopsis Text, Speech, and Dialogue by : Pavel Král
Download or read book Text, Speech, and Dialogue written by Pavel Král and published by Springer. This book was released on 2015-09-18 with total page 627 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of the 18th International Conference on Text, Speech and Dialogue, TSD 2015, held in Pilsen, Czech Republic, in September 2015. The 67 papers presented together with 3 invited papers were carefully reviewed and selected from 138 submissions. They focus on topics such as corpora and language resources; speech recognition; tagging, classification and parsing of text and speech; speech and spoken language generation; semantic processing of text and speech; integrating applications of text and speech processing; automatic dialogue systems; as well as multimodal techniques and modelling.
