Del 1295 i serien Communications in Computer and Information Science

Automatic Assessment of Parkinsonian Speech

First Workshop, AAPS 2019, Cambridge, Massachussets, USA, September 20–21, 2019, Revised Selected Papers

Häftad, Engelska, 2021

709 kr

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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

Produktinformation

Utgivningsdatum2021-01-03
Mått155 x 235 x 8 mm
Vikt219 g
FormatHäftad
SpråkEngelska
SerieCommunications in Computer and Information Science
Antal sidor125
FörlagSpringer Nature Switzerland AG
ISBN9783030656539

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Tillämpad datateknik inom Data och IT
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Artificiell intelligens inom Data och IT

Acoustic Analysis and Voice Quality in Parkinson Disease.- Sources of Intraspeaker Variation in Parkinsonian Speech related to Speaking Style.- Review of the prosodic aspect of speech for the automatic detection and assessment of Parkinson’s disease.- Automatic processing of aerodynamic parameters in parkinsonian dysarthria.- Approaches to evaluate parkinsonian speech using artificial models.- Predicting UPDRS scores in Parkinson’s disease using voice signals: a deep learning/transfer-learning-based approach.