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 …
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 …
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 …
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 …
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 …
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 …
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 …
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 …
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 …
Recently, ASR systems has reached, almost, the human performance in specific scenarios …
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 …