Speech disorders in Parkinson's disease: early diagnostics and effects of medication and brain stimulation

L Brabenec, J Mekyska, Z Galaz, I Rektorova - Journal of neural …, 2017 - Springer
Hypokinetic dysarthria (HD) occurs in 90% of Parkinson's disease (PD) patients. It manifests
specifically in the areas of articulation, phonation, prosody, speech fluency, and faciokinesis …

Quantitative wearable sensors for objective assessment of Parkinson's disease

W Maetzler, J Domingos, K Srulijes… - Movement …, 2013 - Wiley Online Library
There is a rapidly growing interest in the quantitative assessment of Parkinson's disease
(PD)‐associated signs and disability using wearable technology. Both persons with PD and …

A deep learning based method for Parkinson's disease detection using dynamic features of speech

C Quan, K Ren, Z Luo - IEEE Access, 2021 - ieeexplore.ieee.org
Detection of voice changes in Parkinson's Disease (PD) patients would make it possible for
early detection and intervention before the onset of disabling physical symptoms. This study …

Automatic detection of Parkinson's disease in running speech spoken in three different languages

JR Orozco-Arroyave, F Hönig… - The Journal of the …, 2016 - pubs.aip.org
The aim of this study is the analysis of continuous speech signals of people with Parkinson's
disease (PD) considering recordings in different languages (Spanish, German, and Czech) …

Robust automated Parkinson disease detection based on voice signals with transfer learning

O Karaman, H Çakın, A Alhudhaif, K Polat - Expert Systems with …, 2021 - Elsevier
Parkinson's disease (PD) is a progressive-neurodegenerative disorder that affects more
than 6 million people around the world. However, conventional techniques for PD detection …

Cognitive determinants of dysarthria in Parkinson's disease: an automated machine learning approach

AM García, T Arias‐Vergara… - Movement …, 2021 - Wiley Online Library
ABSTRACT Background Dysarthric symptoms in Parkinson's disease (PD) vary greatly
across cohorts. Abundant research suggests that such heterogeneity could reflect subject …

Oral and laryngeal diadochokinesis across the life span: A scoping review of methods, reference data, and clinical applications

RD Kent, Y Kim, L Chen - Journal of Speech, Language, and Hearing …, 2022 - ASHA
Purpose: The aim of this study was to conduct a scoping review of research on oral and
laryngeal diadochokinesis (DDK) in children and adults, either typically …

Automatic evaluation of articulatory disorders in Parkinson's disease

M Novotný, J Rusz, R Čmejla… - IEEE/ACM Transactions …, 2014 - ieeexplore.ieee.org
Although articulatory deficits represent an important manifestation of dysarthria in
Parkinson's disease (PD), the most widely used methods currently available for the …

NeuroVoz: a Castillian Spanish corpus of parkinsonian speech

J Mendes-Laureano, JA Gómez-García… - Scientific Data, 2024 - nature.com
The screening of Parkinson's Disease (PD) through speech is hindered by a notable lack of
publicly available datasets in different languages. This fact limits the reproducibility and …

Classifying Parkinson's disease based on acoustic measures using artificial neural networks

L Berus, S Klancnik, M Brezocnik, M Ficko - Sensors, 2018 - mdpi.com
In recent years, neural networks have become very popular in all kinds of prediction
problems. In this paper, multiple feed-forward artificial neural networks (ANNs) with various …