Dysarthria Speech Disorder Classification Using Traditional and Deep Learning Models
M Suresh, R Rajan, J Thomas - 2023 Second International …, 2023 - ieeexplore.ieee.org
Dysarthria is a motor speech disorder that results in speech difficulties due to the weakness
of associated muscles. This unclear speech makes it difficult for dysarthric patients to …
of associated muscles. This unclear speech makes it difficult for dysarthric patients to …
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 …
Automatic Early Detection of Dysarthria using Deep Neural Network
K Akshatha, TN Lohith, SU Bhat, R Sunil… - … on Smart Systems …, 2023 - ieeexplore.ieee.org
Dysarthria is dis-coordination among articulatory muscles responsible for articulation in the
production of speech. A person with dysarthric disorder cannot control their tongue, hence …
production of speech. A person with dysarthric disorder cannot control their tongue, hence …
Machine learning approaches for automated detection and classification of dysarthria severity
A Hamza, D Addou, H Kheddar - 2023 2nd International …, 2023 - ieeexplore.ieee.org
Dysarthria, a speech disorder caused by neuro-motor problems resulting in impaired
articulation, requires an assessment of its severity for diagnostic and monitoring purposes …
articulation, requires an assessment of its severity for diagnostic and monitoring purposes …
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 …
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 …
Automated detection and severity assessment of dysarthria using raw speech
Dysarthria is a medical condition that impairs an individual's ability to speak clearly due to
muscle weakness or paralysis. To diagnose and monitor dysarthria severity, this article …
muscle weakness or paralysis. To diagnose and monitor dysarthria severity, this article …
Automated dysarthria severity classification using deep learning frameworks
Dysarthria is a neuro-motor speech disorder that renders speech unintelligible, in
proportional to its severity. Assessing the severity level of dysarthria, apart from being a …
proportional to its severity. Assessing the severity level of dysarthria, apart from being a …
Significance of Energy Features for Severity Classification of Dysarthria
HA Patil - Speech and Computer: 24th International Conference …, 2022 - books.google.com
Dysarthria is a neuro-motor speech disorder that affects the intelligibility of speech, which is
often imperceptible depending on its severity-level. Patients' advancement in the dysarthric …
often imperceptible depending on its severity-level. Patients' advancement in the dysarthric …
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 …