Automatic assessment of dysarthria severity level using audio descriptors

C Bhat, B Vachhani… - 2017 IEEE International …, 2017 - ieeexplore.ieee.org
Dysarthria is a motor speech impairment, often characterized by speech that is generally
indiscernible by human listeners. Assessment of the severity level of dysarthria provides an …

On using the UA-Speech and TORGO databases to validate automatic dysarthric speech classification approaches

G Schu, P Janbakhshi, I Kodrasi - ICASSP 2023-2023 IEEE …, 2023 - ieeexplore.ieee.org
Although the UA-Speech and TORGO databases of control and dysarthric speech are
invaluable resources made available to the research community with the objective of …

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 …

Statistical analysis of speech disorder specific features to characterise dysarthria severity level

AA Joshy, PN Parameswaran, SR Nair… - ICASSP 2023-2023 …, 2023 - ieeexplore.ieee.org
Poor coordination of the speech production subsystems due to any neurological injury or a
neuro-degenerative disease leads to dysarthria, a neuro-motor speech disorder. Dysarthric …

Fractal features for automatic detection of dysarthria

T Spangler, NV Vinodchandran… - 2017 IEEE EMBS …, 2017 - ieeexplore.ieee.org
Amytrophic lateral sclerosis (ALS) is an incurable neurodegenerative disease. Difficulty
articulating speech, dysarthria, is a common early symptom of ALS. Detecting dysarthria …

Automated dysarthria severity classification using deep learning frameworks

AA Joshy, R Rajan - 2020 28th European Signal Processing …, 2021 - ieeexplore.ieee.org
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 …

Quantifying perturbations in temporal dynamics for automated assessment of spastic dysarthric speech intelligibility

TH Falk, R Hummel, WY Chan - 2011 IEEE International …, 2011 - ieeexplore.ieee.org
Spastic dysarthric speech is often associated with imprecise placement of articulators which,
in turn, cause perturbations in speech temporal dynamics, such as unclear distinctions …

Phonological features in discriminative classification of dysarthric speech

F Rudzicz - 2009 IEEE International Conference on Acoustics …, 2009 - ieeexplore.ieee.org
In an attempt to overcome problems associated with articulatory limitations and generative
models, this work considers the use of phonological features in discriminative models for …

An automatic diagnosis and assessment of dysarthric speech using speech disorder specific prosodic features

G Vyas, MK Dutta, J Prinosil… - 2016 39th International …, 2016 - ieeexplore.ieee.org
To diagnose and classify the dysarthric speech, speech language pathologist (SLP)
conducts a listening test. On the basis of the scores given by listeners the dysarthria is …

Automated detection and severity assessment of dysarthria using raw speech

K Radha, M Bansal - 2023 14th International Conference on …, 2023 - ieeexplore.ieee.org
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 …