Artificial Intelligence for Dysarthria Assessment in Children With Ataxia: A Hierarchical Approach

Artificial Intelligence for Dysarthria Assessment in Children With Ataxia: A Hierarchical Approach

Early onset ataxia represents a group of heterogeneous neurological conditions typically characterized by motor disability. Speech problems are one of the main core features of ataxic syndromes, where automatic and computational characterization of speech impairment might represent a source of bioma...

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Bibliographic Details
Main Authors: Gennaro Tartarisco, Roberta Bruschetta, Susanna Summa, Liliana Ruta, Martina Favetta, Mario Busa, Alberto Romano, Enrico Castelli, Flavia Marino, Antonio Cerasa, Tommaso Schirinzi, Maurizio Petrarca, Enrico Bertini, Gessica Vasco, Giovanni Pioggia
Format: Article
Language:English
Published: IEEE 2021-01-01
Series:IEEE Access
Subjects:
Ataxia
dysarthria
speech disturbance
pata test
deep learning
feature extraction
Online Access:https://ieeexplore.ieee.org/document/9648166/

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