An Automated Framework for Connected Speech Evaluation of Neurodegenerative Disease: A Case Study in Parkinson's Disease

SB Appakaya - 2021 - search.proquest.com
Neurodegenerative diseases affect millions of people around the world. The progressive
degeneration worsens the symptoms, heavily impacting the quality of life of the patients as …

[HTML][HTML] Parkinson's Disease Classification Framework Using Vocal Dynamics in Connected Speech

SB Appakaya, R Pratihar, R Sankar - Algorithms, 2023 - mdpi.com
Parkinson's disease (PD) classification through speech has been an advancing field of
research because of its ease of acquisition and processing. The minimal infrastructure …

A Review on Automatic Assessment and Detection of Pathological Speech

A Batra, PK Das - International Conference on Science, Technology and …, 2023 - Springer
Communication through speech is an essential requirement for social participation. It is a
way through which people exchange information, emotions, ideas and feelings. Hence …

Effectiveness of Speech Analysis in Classification of Neurodegenerative Diseases: A Study on Parkinson's Disease

SB Appakaya, R Sankar - SoutheastCon 2018, 2018 - ieeexplore.ieee.org
Neurodegenerative (ND) diseases have caused significant increase in the death rates
across the world. The urgent need for biomarkers for diseases like Alzheimer's disease (AD) …

Methodologies of speech analysis for neurodegenerative diseases evaluation

P Vizza, G Tradigo, D Mirarchi, RB Bossio… - International journal of …, 2019 - Elsevier
Background and objective Neurodegenerative diseases are disorders that affect neurons in
the brain resulting in a debilitating condition and progressive degeneration of nerve cells …

Computerized analysis of speech and voice for Parkinson's disease: A systematic review

QC Ngo, MA Motin, ND Pah, P Drotár… - Computer Methods and …, 2022 - Elsevier
Background and objective Speech impairment is an early symptom of Parkinson's disease
(PD). This study has summarized the literature related to speech and voice in detecting PD …

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 …

Automated Diagnosis of Parkinson's Disease using Speech Signals with Machine Learning

P Mann, A Jha, R Rani, G Jaiswal… - … 26th Conference of …, 2023 - ieeexplore.ieee.org
Parkinson's Disease ranks as the second most common chronic neurodegenerative
condition that affects the CNS by killing the cells containing dopamine and its receptors …

[PDF][PDF] Parkinson's Disease Speech Analysis–Machine-Learning-based Evaluation of Speech Impairments

P Fuchs, K Krüger, G Schmidt - Proc. DAGA, 2023 - pub.dega-akustik.de
Human communication is mainly performed by speech. Neurological diseases like
Parkinsons disease can cause speech impairments, called dysarthria. Speech therapies can …

[PDF][PDF] Automatic estimation of parkinson's disease severity from diverse speech tasks.

J Kim, M Nasir, R Gupta, M Van Segbroeck, D Bone… - Interspeech, 2015 - researchgate.net
The need for reliable, scalable and efficient diagnosis of Parkinson's Disease (PD) is a
major clinical need. Automating the diagnosis can lead to more accurate and objective …