Disease Delineation for Multiple Sclerosis, Friedreich Ataxia, and Healthy Controls Using Supervised Machine Learning on Speech Acoustics

BG Schultz, Z Joukhader, U Nattala… - … on Neural Systems …, 2023 - ieeexplore.ieee.org
Neurodegenerative disease often affects speech. Speech acoustics can be used as
objective clinical markers of pathology. Previous investigations of pathological speech have …

The classification of neurodegenerative disease from acoustic speech data

B Schultz, Z Joukhadar, M del Mar Quiroga, U Nattala… - 2021 - researchsquare.com
Neurodegenerative diseases often affect speech. Speech acoustics can be used as
objective clinical markers of pathology. Previous investigations of pathological speech have …

Cognitive and acoustic speech and language patterns occurring in different neurodegenerative disorders while performing neuropsychological tests

M Iglesias, A Favaro, C Motley, ES Oh… - 2022 IEEE Signal …, 2022 - ieeexplore.ieee.org
In the last decade, improvements in automated speech processing, powered by signal
processing and machine learning, has led to new approaches for medical assessment …

Linguistic changes in neurodegenerative diseases relate to clinical symptoms

M Gumus, M Koo, CM Studzinski, A Bhan… - Frontiers in …, 2024 - frontiersin.org
Background The detection and characterization of speech changes may help in the
identification and monitoring of neurodegenerative diseases. However, there is limited …

Assessing clinical utility of machine learning and artificial intelligence approaches to analyze speech recordings in multiple sclerosis: A pilot study

E Svoboda, T Bořil, J Rusz, T Tykalová… - Computers in biology …, 2022 - Elsevier
Background An early diagnosis together with an accurate disease progression monitoring of
multiple sclerosis is an important component of successful disease management. Prior …

Learning language and acoustic models for identifying Alzheimer's dementia from speech

Z Shah, J Sawalha, M Tasnim, S Qi… - Frontiers in Computer …, 2021 - frontiersin.org
Alzheimer's dementia (AD) is a chronic neurodegenerative illness that manifests in a
gradual decline of cognitive function. Early identification of AD is essential for managing the …

Automated analysis of speech disorders in neurodegenerative diseases

J Hlavnička - 2019 - search.proquest.com
Automated vocal biomarkers are becoming increasingly desired by speech pathologists and
neurologists in order to extend current noninvasive measures of speech motor abnormalities …

[图书][B] Analysis of Pathological Speech Signals

T Arias-Vergara - 2022 - books.google.com
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 …

Artificial intelligence tools to evaluate language and speech patterns in Alzheimer's disease

A Favaro, S Motley, QM Samus, A Butala… - Alzheimer's & …, 2022 - Wiley Online Library
Background Speech and language problems are one of the earliest signs of
neurodegenerative diseases including Alzheimer's disease (AD), but they are often difficult …

Repeatability of commonly used speech and language features for clinical applications

GM Stegmann, S Hahn, J Liss, J Shefner… - Digital …, 2020 - karger.com
Introduction: Changes in speech have the potential to provide important information on the
diagnosis and progression of various neurological diseases. Many researchers have relied …