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Speech disorders in Parkinson's disease: early diagnostics and effects of medication and brain stimulation
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 …
specifically in the areas of articulation, phonation, prosody, speech fluency, and faciokinesis …
A survey on machine learning approaches for automatic detection of voice disorders
The human voice production system is an intricate biological device capable of modulating
pitch and loudness. Inherent internal and/or external factors often damage the vocal folds …
pitch and loudness. Inherent internal and/or external factors often damage the vocal folds …
Reliable jitter and shimmer measurements in voice clinics: the relevance of vowel, gender, vocal intensity, and fundamental frequency effects in a typical clinical task
M Brockmann, MJ Drinnan, C Storck, PN Carding - Journal of voice, 2011 - Elsevier
The aims of this study were to examine vowel and gender effects on jitter and shimmer in a
typical clinical voice task while correcting for the confounding effects of voice sound …
typical clinical voice task while correcting for the confounding effects of voice sound …
Convergence of artificial intelligence and internet of things in smart healthcare: a case study of voice pathology detection
G Muhammad, M Alhussein - Ieee Access, 2021 - ieeexplore.ieee.org
The integration of artificial intelligence (AI) and the Internet of Things (IoT) has tremendous
prospects in smart healthcare. The advancement of AI in the form of deep learning brought a …
prospects in smart healthcare. The advancement of AI in the form of deep learning brought a …
Detecting Parkinson's disease from sustained phonation and speech signals
E Vaiciukynas, A Verikas, A Gelzinis, M Bacauskiene - PloS one, 2017 - journals.plos.org
This study investigates signals from sustained phonation and text-dependent speech
modalities for Parkinson's disease screening. Phonation corresponds to the vowel/a/voicing …
modalities for Parkinson's disease screening. Phonation corresponds to the vowel/a/voicing …
An automatic health monitoring system for patients suffering from voice complications in smart cities
Current evolutions in the Internet of Things and cloud computing make it believable to build
smart cities and homes. Smart cities provide smart technologies to residents for the …
smart cities and homes. Smart cities provide smart technologies to residents for the …
[HTML][HTML] The effect of the MFCC frame length in automatic voice pathology detection
Automatic voice pathology detection is a research topic, which has gained increasing
interest recently. Although methods based on deep learning are becoming popular, the …
interest recently. Although methods based on deep learning are becoming popular, the …
Robust and complex approach of pathological speech signal analysis
J Mekyska, E Janousova, P Gomez-Vilda, Z Smekal… - Neurocomputing, 2015 - Elsevier
This paper presents a study of the approaches in the state-of-the-art in the field of
pathological speech signal analysis with a special focus on parametrization techniques. It …
pathological speech signal analysis with a special focus on parametrization techniques. It …
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 …
new tools to objectively evaluate the presence of deviations in patient's motor capabilities …
Voice pathology detection on the Saarbrücken voice database with calibration and fusion of scores using multifocal toolkit
The paper presents a set of experiments on pathological voice detection over the
Saarbrücken Voice Database (SVD) by using the MultiFocal toolkit for a discriminative …
Saarbrücken Voice Database (SVD) by using the MultiFocal toolkit for a discriminative …