A hybrid approach to detecting Parkinson's disease using spectrogram and deep learning CNN-LSTM network
V Shibina, TM Thasleema - International Journal of Speech Technology, 2024 - Springer
Parkinson's disease (PD) is a common illness that affects brain neurons. Medical
practitioners and caregivers face challenges in detecting Parkinson's disease promptly …
practitioners and caregivers face challenges in detecting Parkinson's disease promptly …
Speech emotion recognition using multi resolution Hilbert transform based spectral and entropy features
Speech emotion recognition (SER) is essential for addressing many personal and
professional challenges in our everyday lives. The application of SER has shown potential …
professional challenges in our everyday lives. The application of SER has shown potential …
Speech emotion recognition using a combination of variational mode decomposition and Hilbert transform
The objective of automated speech emotion recognition (SER) is to recognize each emotion
of the speech signal uniquely and efficiently using machines like computers, mobile devices …
of the speech signal uniquely and efficiently using machines like computers, mobile devices …
[HTML][HTML] In Silico Decoding of Parkinson's: Speech & Writing Analysis
Background: Parkinson's disease (PD) has transitioned from a rare condition in 1817 to the
fastest-growing neurological disorder globally. The significant increase in cases from 2.5 …
fastest-growing neurological disorder globally. The significant increase in cases from 2.5 …
A Mixed audio-video SPD network for online classification of Parkinsonian speech patterns
J Archila, A Manzanera, FM Carrillo - IBERAMIA 2024. 18th Ibero …, 2024 - hal.science
Parkinson's disease (PD) is a neurodegenerative disease that produces progressive motor
impairments. Dysarthria (speech disorders) and hypomimia (face rigidity) are two major …
impairments. Dysarthria (speech disorders) and hypomimia (face rigidity) are two major …
[PDF][PDF] Advanced Statistical Methods for Parkinson's Disease
K Baker - kclpure.kcl.ac.uk
This thesis explores statistical methodology in the analysis of data from patients with
Parkinson's disease (PD), with research conducted in collaboration with the “Host …
Parkinson's disease (PD), with research conducted in collaboration with the “Host …