Analysis and Classification Dysarthric Speech
S Gupta, HA Patil - Biomedical Signal and Image Processing with Artificial …, 2022 - Springer
Dysarthria is a motor speech disorder that affects the muscles of the vocal tract system, vocal
folds, and renders the speech of the patient unintelligible in many situations. Dysarthria has …
folds, and renders the speech of the patient unintelligible in many situations. Dysarthria has …
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 …
[HTML][HTML] A survey of automatic speech recognition for dysarthric speech
Z Qian, K Xiao - Electronics, 2023 - mdpi.com
Dysarthric speech has several pathological characteristics, such as discontinuous
pronunciation, uncontrolled volume, slow speech, explosive pronunciation, improper …
pronunciation, uncontrolled volume, slow speech, explosive pronunciation, improper …
Dysarthric Speech Detection Using Hybrid Models
SH Fazil, D Sasikala - 2023 14th International Conference on …, 2023 - ieeexplore.ieee.org
Dysarthria is a speech disorder caused by weak or poorly coordinated speech-related
muscles. Dysarthria can be caused by various factors such as stroke, multiple sclerosis, or …
muscles. Dysarthria can be caused by various factors such as stroke, multiple sclerosis, or …
[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 …
Dysarthria severity classification and speech transcription using deep learning frameworks
AA JOSHY - shodhganga.inflibnet.ac.in
Dysarthria is a motor speech disorder that can lead to imprecise articulations, atypical
prosody, and variable speech rate. It results in poor comprehension of the dysarthric speech …
prosody, and variable speech rate. It results in poor comprehension of the dysarthric speech …
[HTML][HTML] 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 …
Analysis and Classification of Dysarthric Speech
V Tyagi, A Dev, P Bansal - … Committee for the Co-ordination and …, 2023 - ieeexplore.ieee.org
Classifying dysarthria using neural networks is challenging due to several factors inherent to
the nature of dysarthria, the complexity of speech signals, and the requirements of effective …
the nature of dysarthria, the complexity of speech signals, and the requirements of effective …
E2E-DASR: End-to-end deep learning-based dysarthric automatic speech recognition
Dysarthria is a motor speech disability caused by weak muscles and organs involved in the
articulation process, thereby affecting the speech intelligibility of individuals. Because this …
articulation process, thereby affecting the speech intelligibility of individuals. Because this …
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 …