AFM signal model for dysarthric speech classification using speech biomarkers
SM Shabber, EP Sumesh - Frontiers in Human Neuroscience, 2024 - frontiersin.org
Neurological disorders include various conditions affecting the brain, spinal cord, and
nervous system which results in reduced performance in different organs and muscles …
nervous system which results in reduced performance in different organs and muscles …
[HTML][HTML] Pre-trained models for detection and severity level classification of dysarthria from speech
Automatic detection and severity level classification of dysarthria from speech enables non-
invasive and effective diagnosis that helps clinical decisions about medication and therapy …
invasive and effective diagnosis that helps clinical decisions about medication and therapy …
Continuous wavelet transform for severity-level classification of dysarthria
Dysarthria is a neuro-motor speech defect that causes speech to be unintelligible and is
largely unnoticeable to humans at various severity-levels. Dysarthric speech classification is …
largely unnoticeable to humans at various severity-levels. Dysarthric speech classification is …
Deep learning-based acoustic feature representations for dysarthric speech recognition
Dysarthria is a motor speech disorder and the most common neurodegenerative disease
characterized by low volume in precise articulation, poor coordination of respiratory and …
characterized by low volume in precise articulation, poor coordination of respiratory and …
Classification of dysarthric speech according to the severity of impairment: an analysis of acoustic features
BA Al-Qatab, MB Mustafa - IEEE Access, 2021 - ieeexplore.ieee.org
The automatic speech recognition (ASR) system is increasingly being applied as assistive
technology in the speech impaired community, for individuals with physical disabilities such …
technology in the speech impaired community, for individuals with physical disabilities such …
[PDF][PDF] Deep learning-based detection of dysarthric speech disability
S Prakash - 2020 - academia.edu
Dysarthria is a form of speech disability resulting from neurological damage to the motor
component of motor-speech system of the brain. It results in lack of control over the muscles …
component of motor-speech system of the brain. It results in lack of control over the muscles …
Machine learning-assisted diagnosis of speech disorders: a review of dysarthric speech
Speech disorders are commonly associated with neurodegenerative impairments in the
motor system of the brain. Challenges to speech and communication are often experienced …
motor system of the brain. Challenges to speech and communication are often experienced …
Automated dysarthria severity classification: A study on acoustic features and deep learning techniques
Assessing the severity level of dysarthria can provide an insight into the patient's
improvement, assist pathologists to plan therapy, and aid automatic dysarthric speech …
improvement, assist pathologists to plan therapy, and aid automatic dysarthric speech …
Dysarthria severity classification using multi-head attention and multi-task learning
Identifying the severity of dysarthria is considered a diagnostic step in monitoring the
patient's progress and a beneficial step in the transcription of dysarthric speech. In this …
patient's progress and a beneficial step in the transcription of dysarthric speech. In this …
Review on Dysarthric Speech Severity Level Classification Frameworks
M Suresh, J Thomas - 2023 International Conference on …, 2023 - ieeexplore.ieee.org
Dysarthria is a motor speech disorder that results from malfunctions in the mechanisms and
systems which regulate the movements required for speech production. It is challenging to …
systems which regulate the movements required for speech production. It is challenging to …