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 …

Deep learning-based acoustic feature representations for dysarthric speech recognition

M Latha, M Shivakumar, G Manjula, M Hemakumar… - SN Computer …, 2023 - Springer
Dysarthria is a motor speech disorder and the most common neurodegenerative disease
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 …

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 …

[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 …

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 …

[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 …

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 …

E2E-DASR: End-to-end deep learning-based dysarthric automatic speech recognition

A Almadhor, R Irfan, J Gao, N Saleem, HT Rauf… - Expert Systems with …, 2023 - Elsevier
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 …

Automated dysarthria severity classification: A study on acoustic features and deep learning techniques

AA Joshy, R Rajan - IEEE Transactions on Neural Systems and …, 2022 - ieeexplore.ieee.org
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 …