Parkinson's disease classification using pitch synchronous speech segments and fine Gaussian kernels based SVM
SB Appakaya, R Sankar - … of the IEEE engineering in medicine …, 2020 - ieeexplore.ieee.org
Researchers have been using signal processing based methods to assess speech from
Parkinson's disease (PD) patients and identify the contrasting features in comparison to …
Parkinson's disease (PD) patients and identify the contrasting features in comparison to …
Speech processing for early Parkinson's disease diagnosis: machine learning and deep learning-based approach
R Khaskhoussy, YB Ayed - Social Network Analysis and Mining, 2022 - Springer
Speech production disorders during Parkinson's Disease (PD) stand for one of the clinical
markers which are representative of the evolution of motor and cognitive disability …
markers which are representative of the evolution of motor and cognitive disability …
Classification of Parkinson's disease Using Pitch Synchronous Speech Analysis
SB Appakaya, R Sankar - … of the IEEE Engineering in Medicine …, 2018 - ieeexplore.ieee.org
Human speech production is a complex task that demands synchronized cognitive and
muscular functioning. Assessment of a Parkinson's disease (PD) patient's speech using …
muscular functioning. Assessment of a Parkinson's disease (PD) patient's speech using …
Parkinson's disease diagnosis based on multivariate deep features of speech signal
P Khojasteh, R Viswanathan… - 2018 IEEE life …, 2018 - ieeexplore.ieee.org
Parkinson's disease (PD) is known as neurodegenerative disorder causing speech
impairment in patients. Therefore, voice recording has been used as useful tool for …
impairment in patients. Therefore, voice recording has been used as useful tool for …
Parkinson's disease detection using multiple speech signals
TV Priya, S Sivapatham, A Kar - 2020 IEEE 4th Conference on …, 2020 - ieeexplore.ieee.org
Parkinson's disease (PD) is the most common progressive neurodegenerative disorder. The
symptoms of PD are classified into motor and non-motor. The non-motor symptoms are …
symptoms of PD are classified into motor and non-motor. The non-motor symptoms are …
Detection of voice impairment for parkinson's disease using machine learning tools
R Laila, L Salwa, R Mohammed - 2020 10th International …, 2021 - ieeexplore.ieee.org
Parkinson's disease is a progressive nervous system disorder that affects movement, and
patients need periodic monitoring which is difficult for them and costs a lot. In recent years …
patients need periodic monitoring which is difficult for them and costs a lot. In recent years …
Musical feature based classification of Parkinson's disease using dysphonic speech
Speech and voice disorders are one of the most significant biomarkers in early diagnosis of
Parkinson's disease (PD). The development of an objective, reliable and effective prediction …
Parkinson's disease (PD). The development of an objective, reliable and effective prediction …
A hybrid approach to Parkinson disease classification using speech signal: the combination of smote and random forests
K Polat - 2019 scientific meeting on electrical-electronics & …, 2019 - ieeexplore.ieee.org
In this study, a novel method is proposed for the detection of Parkinson's disease with the
features obtained from the speech signals. Detection and early diagnosis of Parkinson's …
features obtained from the speech signals. Detection and early diagnosis of Parkinson's …
Analysis of multiple types of voice recordings in cepstral domain using MFCC for discriminating between patients with Parkinson's disease and healthy people
In this study, we wanted to discriminate between two groups of people. The database used
in this study contains 20 patients with Parkinson's disease (PD) and 20 healthy people …
in this study contains 20 patients with Parkinson's disease (PD) and 20 healthy people …
[PDF][PDF] Parkinson's disease classification based on vowel sound
D Hemmerling, D Sztaho - … and Analysis of Vocal Emissions for …, 2019 - library.oapen.org
Parkinson's disease (PD) is the second most frequent neurodegenerative disorder that
causes decisive deterioration of the quality of life through severe motor and cognitive …
causes decisive deterioration of the quality of life through severe motor and cognitive …