CNN AND LSTM FOR THE CLASSIFICATION OF PARKINSON'S DISEASE BASED ON THE GTCC AND MFCC

CNN AND LSTM FOR THE CLASSIFICATION OF PARKINSON'S DISEASE BASED ON THE GTCC AND MFCC

Parkinson's disease is a recognizable clinical syndrome with a variety of causes and clinical presentations; it represents a rapidly growing neurodegenerative disorder. Since about 90 percent of Parkinson's disease sufferers have some form of early speech impairment, recent studies on tele...

Full description

Bibliographic Details
Main Authors: Nouhaila BOUALOULOU, Taoufiq BELHOUSSINE DRISSI, Benayad NSIRI
Format: Article
Language:English
Published: Polish Association for Knowledge Promotion 2023-06-01
Series:Applied Computer Science
Subjects:
parkinson's disease
voice signal
gtcc
mfcc
dwt
emd
cnn and lstm
Online Access:http://www.acs.pollub.pl/index.php?option=com_content&view=article&id=562:cnn-and-lstm-for-the-classification-of-parkinsons-disease-based-on-the-gtcc-and-mfcc&catid=97:vol-19-no-22023&Itemid=171

Internet

http://www.acs.pollub.pl/index.php?option=com_content&view=article&id=562:cnn-and-lstm-for-the-classification-of-parkinsons-disease-based-on-the-gtcc-and-mfcc&catid=97:vol-19-no-22023&Itemid=171

Similar Items