Vocal markers of motor, cognitive, and depressive symptoms in Parkinson's disease
KM Smith, JR Williamson… - … Conference on Affective …, 2017 - ieeexplore.ieee.org
Patients with Parkinson's disease (PD) often suffer from cognitive impairment and
depression in addition to motor dysfunction. These non-motor symptoms may be challenging …
depression in addition to motor dysfunction. These non-motor symptoms may be challenging …
Signal analysis for voice evaluation in Parkinson's disease
Parkinson's Disease (PD) is a neurodegenerative disorder that is frequently correlated with
vowel articulation difficulties. The phonation problem arises in patients affected by PD is …
vowel articulation difficulties. The phonation problem arises in patients affected by PD is …
Using machine learning to diagnose Parkinson's disease from voice recordings
Parkinson's Disease (PD) is a debilitating neurodegenerative disease which cannot be
diagnosed through standardized blood tests, so a faster, cheaper diagnostic tool is …
diagnosed through standardized blood tests, so a faster, cheaper diagnostic tool is …
Hybridization of best acoustic cues for detecting persons with Parkinson's disease
Parkinson's disease (PD) is a degenerative disorder of unknown etiology. It causes vocal
impairment in approximately 90% of patients. In order to improve the assessment of speech …
impairment in approximately 90% of patients. In order to improve the assessment of speech …
Detection of persons with Parkinson's disease by acoustic, vocal, and prosodic analysis
70% to 90% of patients with Parkinson's disease (PD) show an affected voice. Various
studies revealed, that voice and prosody is one of the earliest indicators of PD. The issue of …
studies revealed, that voice and prosody is one of the earliest indicators of PD. The issue of …
Determination of the optimal threshold value that can be discriminated by dysphonia measurements for unified Parkinson's Disease rating scale
BE Sakar, CO Sakar, G Serbes… - 2015 IEEE 15th …, 2015 - ieeexplore.ieee.org
Recently, there is an increasing motivation to develop telemonitoring systems that enable
cost-effective screening of Parkinson's Disease (PD) patients. These systems are generally …
cost-effective screening of Parkinson's Disease (PD) patients. These systems are generally …
Enhanced classical dysphonia measures and sparse regression for telemonitoring of Parkinson's disease progression
Dysphonia measures are signal processing algorithms that offer an objective method for
characterizing voice disorders from recorded speech signals. In this paper, we study …
characterizing voice disorders from recorded speech signals. In this paper, we study …
On the relative importance of vocal source, system, and prosody in human depression
In Major Depressive Disorder (MDD), neurophysiologic changes can alter motor control
[1][2] and therefore alter speech production by influencing vocal fold motion (source), the …
[1][2] and therefore alter speech production by influencing vocal fold motion (source), the …
Automatic estimation of severity of Parkinson's disease based on speech rhythm related features
Diseases, such as Parkinson, impairs cognitive processes of patients, through which speech
is also affected. In this paper, we propose a method for Parkinson's disease severity level …
is also affected. In this paper, we propose a method for Parkinson's disease severity level …
Comprehensive analysis of Parkinson disease prediction using vocal parameters
S Shinde, S Satav, U Shirole… - … conference on machine …, 2022 - ieeexplore.ieee.org
There are lot of neurological disease which affect nervous system but Parkinson disease
(PD) is one of the very current neurological disease. There has been a challenge of accurate …
(PD) is one of the very current neurological disease. There has been a challenge of accurate …