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 …

Exploiting smartphone voice recording as a digital biomarker for Parkinson's disease diagnosis

T He, J Chen, X Xu, W Wang - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
With the progress of smart medicine, more and more easily measured signals are becoming
digital biomarkers for healthcare monitoring. This article employs smartphone voice …

Beyond Fairness: Age-Harmless Parkinson's Detection via Voice

Y Wang, X Han, L Yu, N Zou - arXiv preprint arXiv:2309.13292, 2023 - arxiv.org
Parkinson's disease (PD), a neurodegenerative disorder, often manifests as speech and
voice dysfunction. While utilizing voice data for PD detection has great potential in clinical …

Classification Using Radial Basis Function for Prediction of Parkinson's Disease

MM Umar, S Naaz - 2022 IEEE 3rd Global Conference for …, 2022 - ieeexplore.ieee.org
Parkinson's is a disease of the nervous system which is a progressive in nature. The main
cause of this disease is damaged neurons in the brain which are responsible for generating …

Convolutional Neural Network-based Classification of Parkinsonian Voice Disorders: A Spectrogram Approach

A Constantine-Macías… - 2024 IEEE Eighth …, 2024 - ieeexplore.ieee.org
Parkinson's disease produces a progressive degradation of motor (tremor, rigidity and
slowness of movement) and non motor (cognitive, olfactory and speech) capabilities. Voice …

自动语音分析在老年认知障碍疾病管理中的应用进展.

王颖臻, 孟玲, 徐小盼, 莫蓓蓉 - Journal of Modern Medicine …, 2023 - search.ebscohost.com
认知障碍患者在早期甚至前驱期即可出现语言功能问题. 以人工智能技术为核心的自动语音分析
能对丰富的语音数据进行快速处理, 实现认知障碍的自动化识别, 评估及持续监测 …

A Robust Approach for Parkinson Disease Detection from Voice Signal

SKD Alkhafaji, S Jalal - International Conference on Health Information …, 2023 - Springer
Parkinson's disease (PD) is a common brain disorder that is associated with slow speech
and difficulty with articulation. Mainly, clinical experts analyse patient's voice to detect PD. In …

Predicting the Severity of Parkinson's Disease Based on Voice Analysis Using Deep Learning

H Jasim, ND Alshakarchy - 2024 4th International Conference …, 2024 - ieeexplore.ieee.org
Parkinson's disease (PD) is a progressive neurological disorder characterized by motor and
non-motor symptoms. Prompt and precise identification of the severity of Parkinson's …

Wavelet-Based Method for Parkinson's Detection from Voice Signal

S Jalal, SKD Alkhafajiad - Journal of Education for Pure Science …, 2023 - jceps.utq.edu.iq
Journal of Education for Pure Science- University of Thi-Qar Wavelet-Based Method for
Parkinson's Detection from Voice Signal Page 1 Journal of Education for Pure Science …

[PDF][PDF] Empirical mode decomposition-Based Method for Parkinson Detection from Voice Signal

S Jalal, SKD Alkhafaji - researchgate.net
Parkinson's disease (PD) is a brain disorder that causes speech and communication
problems. The speech issues are often described as slow speech and difficulty with …