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 …

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 …

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 …

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 …

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 …

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 …

Improving Dysarthric Speech Recognition by enriching training datasets

S Cullen - 2022 - arrow.tudublin.ie
Dysarthria is a motor speech disorder that results from disruptions in the neuro-motor
interface and is characterised by poor articulation of phonemes and hyper-nasality and is …

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 …

[PDF][PDF] Dysarthric Speech Recognition using Convolutional Recurrent Neural Networks.

H Albaqshi, A Sagheer - International Journal of Intelligent Engineering & …, 2020 - inass.org
Automatic speech recognition (ASR) transcribes the human voice into a text automatically.
Recently, ASR systems has reached, almost, the human performance in specific scenarios …

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 …