An exploration on feature extraction and classification techniques for dysphonic speech disorder in Parkinson's Disease

S Sharanyaa, PN Renjith, K Ramesh - Inventive Communication and …, 2022 - Springer
Parkinson's disease is a neurodegenerative disorder, and it is a progressive disease that
affects the human lifestyle. The survey described here paves the way to understand how the …

Classification of Parkinson's disease using speech attributes with parametric and nonparametric machine learning techniques

S Sharanyaa, PN Renjith… - 2020 3rd international …, 2020 - ieeexplore.ieee.org
Parkinson's disease is a neurological disorder that affects the central nervous system which
results in improper functioning of body movements including difficulty in speaking, walking …

Improving Parkinson's disease recognition through voice analysis using deep learning

R Khaskhoussy, YB Ayed - Pattern Recognition Letters, 2023 - Elsevier
Parkinson's disease (PD) corresponds to one of the most common neurological diseases in
the world, which is mainly manifested by motor, cognitive, and language disorders. The …

[HTML][HTML] Machine learning approaches to identify Parkinson's disease using voice signal features

R Alshammri, G Alharbi, E Alharbi… - Frontiers in artificial …, 2023 - frontiersin.org
Parkinson's Disease (PD) is the second most common age-related neurological disorder
that leads to a range of motor and cognitive symptoms. A PD diagnosis is difficult since its …

Parkinson's disease Diagnosis using Voice Signals by Machine Learning Approach

DA Vigneswari, J Aravinth - 2021 International Conference on …, 2021 - ieeexplore.ieee.org
Parkinson's Disease (PD) is a chronic neurologic deteriorating condition produced by
mislaying of dopamine-producing cells within the cerebrum. These dopamine-producing …

Parkinson's disease identification using KNN and ANN Algorithms based on Voice Disorder

O Asmae, R Abdelhadi, C Bouchaib… - … Research in Applied …, 2020 - ieeexplore.ieee.org
In recent years, speech signal processing has benefited from a lot of attention, because of its
widespread application. In this study, we have led a comparative analysis for efficient …

Early detection of Parkinson's disease through speech features and machine learning: a review

AS Gullapalli, VK Mittal - ICT with Intelligent Applications: Proceedings of …, 2022 - Springer
Parkinson's Disease (PD) is a kind of neurodegenerative disorder. The disease causes
communication impairment based on its progression. In general, identification of PD carried …

Detection of Parkinson's Disease Using Vocal Features: An Eigen Approach

NS Pramod, L Sajitha, S Mohanlal… - … , Signals & Systems …, 2021 - ieeexplore.ieee.org
Parkinson's disease (PD) is a degenerative disorder of the human central nervous system
that causes tremors and affects movement. Symptoms usually appear gradually over time …

Voice-Based Deep Learning Medical Diagnosis System for Parkinson's Disease Prediction

A Ouhmida, O Terrada, A Raihani… - 2021 International …, 2021 - ieeexplore.ieee.org
Nowadays, the biomedical signal processing area (MSP) is one of the most important
research fields. It is often applied in medical diagnosis and early detection of neurological …

Detection of Parkinson's disease (PD) based on speech recordings using machine learning techniques

AA Abdullah, NN Norazman… - … on Innovation and …, 2020 - ieeexplore.ieee.org
There are some neurodegenerative diseases which are unable to cure such as Parkinson's
disease (PD) and Hungtinton's disease due to the death of certain parts in the brain that is …