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 …
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 …
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 …
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) …
across the world. The urgent need for biomarkers for diseases like Alzheimer's disease (AD) …
Methodologies of speech analysis for neurodegenerative diseases evaluation
Background and objective Neurodegenerative diseases are disorders that affect neurons in
the brain resulting in a debilitating condition and progressive degeneration of nerve cells …
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
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 …
(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 …
objective clinical markers of pathology. Previous investigations of pathological speech have …
Automated Diagnosis of Parkinson's Disease using Speech Signals with Machine Learning
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 …
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
Human communication is mainly performed by speech. Neurological diseases like
Parkinsons disease can cause speech impairments, called dysarthria. Speech therapies can …
Parkinsons disease can cause speech impairments, called dysarthria. Speech therapies can …
[PDF][PDF] Automatic estimation of parkinson's disease severity from diverse speech tasks.
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 …
major clinical need. Automating the diagnosis can lead to more accurate and objective …
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