Advances in Parkinson's disease detection and assessment using voice and speech: A review of the articulatory and phonatory aspects

L Moro-Velazquez, JA Gomez-Garcia… - … Signal Processing and …, 2021 - Elsevier
Parkinson's Disease (PD) affects speech in the form of dysphonia and hypokinetic
dysarthria. Multiple studies have evaluated PD's influence on different aspects of speech …

Multiple factors are involved in the dysarthria associated with Parkinson's disease: a review with implications for clinical practice and research

S Sapir - Journal of Speech, Language, and Hearing Research, 2014 - ASHA
Purpose Motor speech abnormalities are highly common and debilitating in individuals with
idiopathic Parkinson's disease (IPD). These abnormalities, collectively termed hypokinetic …

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 …

Communication changes in Parkinson's disease

N Miller - Practical neurology, 2017 - pn.bmj.com
This review looks at the nature and impact of communication changes in Parkinson's
disease, approaches to assessment and directions for intervention. This is especially …

Articulatory–acoustic vowel space: Application to clear speech in individuals with Parkinson's disease

JA Whitfield, AM Goberman - Journal of communication disorders, 2014 - Elsevier
Abstract Background/purpose Individuals with Parkinson disease (PD) often exhibit
decreased range of movement secondary to the disease process, which has been shown to …

Analysis of speaker recognition methodologies and the influence of kinetic changes to automatically detect Parkinson's Disease

L Moro-Velazquez, JA Gómez-García… - Applied Soft …, 2018 - Elsevier
The diagnosis of Parkinson's Disease is a challenging task which might be supported by
new tools to objectively evaluate the presence of deviations in patient's motor capabilities …

[HTML][HTML] Towards the identification of Idiopathic Parkinson's Disease from the speech. New articulatory kinetic biomarkers

JI Godino-Llorente, S Shattuck-Hufnagel, JY Choi… - PloS one, 2017 - journals.plos.org
Although a large amount of acoustic indicators have already been proposed in the literature
to evaluate the hypokinetic dysarthria of people with Parkinson's Disease, the goal of this …

[HTML][HTML] Phonetic relevance and phonemic grouping of speech in the automatic detection of Parkinson's Disease

L Moro-Velazquez, JA Gomez-Garcia… - Scientific reports, 2019 - nature.com
Literature documents the impact of Parkinson's Disease (PD) on speech but no study has
analyzed in detail the importance of the distinct phonemic groups for the automatic …

[HTML][HTML] Interpretable speech features vs. DNN embeddings: What to use in the automatic assessment of Parkinson's disease in multi-lingual scenarios

A Favaro, YT Tsai, A Butala, T Thebaud… - Computers in Biology …, 2023 - Elsevier
Speech-based approaches for assessing Parkinson's Disease (PD) often rely on feature
extraction for automatic classification or detection. While many studies prioritize accuracy by …

A forced gaussians based methodology for the differential evaluation of Parkinson's Disease by means of speech processing

L Moro-Velazquez, JA Gomez-Garcia… - … Signal Processing and …, 2019 - Elsevier
Literature evidences the existence of hypokinetic dysarthria in parkinsonian patients and,
consequently, the objective characterization of the dysarthric signs associated to the …