Automatic speech recognition (ASR) based approach for speech therapy of aphasic patients: A review
This paper reviews the state-of-the-art an automatic speech recognition (ASR) based
approach for speech therapy of aphasic patients. Aphasia is a condition in which the …
approach for speech therapy of aphasic patients. Aphasia is a condition in which the …
Detection of speech impairments using cepstrum, auditory spectrogram and wavelet time scattering domain features
A Lauraitis, R Maskeliūnas, R Damaševičius… - IEEE …, 2020 - ieeexplore.ieee.org
We adopt Bidirectional Long Short-Term Memory (BiLSTM) neural network and Wavelet
Scattering Transform with Support Vector Machine (WST-SVM) classifier for detecting …
Scattering Transform with Support Vector Machine (WST-SVM) classifier for detecting …
[HTML][HTML] Improving aphasic speech recognition by using novel semi-supervised learning methods on aphasiabank for english and spanish
Automatic speech recognition in patients with aphasia is a challenging task for which studies
have been published in a few languages. Reasonably, the systems reported in the literature …
have been published in a few languages. Reasonably, the systems reported in the literature …
Automatic quantitative analysis of spontaneous aphasic speech
D Le, K Licata, EM Provost - Speech Communication, 2018 - Elsevier
Spontaneous speech analysis plays an important role in the study and treatment of aphasia,
but can be difficult to perform manually due to the time consuming nature of speech …
but can be difficult to perform manually due to the time consuming nature of speech …
[HTML][HTML] Classification of huntington disease using acoustic and lexical features
Speech is a critical biomarker for Huntington Disease (HD), with changes in speech
increasing in severity as the disease progresses. Speech analyses are currently conducted …
increasing in severity as the disease progresses. Speech analyses are currently conducted …
[HTML][HTML] A comparative investigation of automatic speech recognition platforms for aphasia assessment batteries
SS Mahmoud, RF Pallaud, A Kumar, S Faisal, Y Wang… - Sensors, 2023 - mdpi.com
The rehabilitation of aphasics is fundamentally based on the assessment of speech
impairment. Developing methods for assessing speech impairment automatically is …
impairment. Developing methods for assessing speech impairment automatically is …
Exploring the Role of Machine Learning in Diagnosing and Treating Speech Disorders: A Systematic Literature Review
Purpose Speech disorders profoundly impact the overall quality of life by impeding social
operations and hindering effective communication. This study addresses the gap in …
operations and hindering effective communication. This study addresses the gap in …
An efficient deep learning based method for speech assessment of mandarin-speaking aphasic patients
SS Mahmoud, A Kumar, Y Tang, Y Li… - IEEE Journal of …, 2020 - ieeexplore.ieee.org
Speech assessment is an important part of the rehabilitation process for patients with
aphasia (PWA). Mandarin speech lucidity features such as articulation, fluency, and tone …
aphasia (PWA). Mandarin speech lucidity features such as articulation, fluency, and tone …
A survey of technologies facilitating home and community-based stroke rehabilitation
X Sun, J Ding, Y Dong, X Ma, R Wang… - … Journal of Human …, 2023 - Taylor & Francis
Stroke is a cardiovascular and cerebrovascular disease that affects the aged population at a
high rate. Patients' functional disabilities can be reduced with effective rehabilitation training …
high rate. Patients' functional disabilities can be reduced with effective rehabilitation training …
GTSO: Gradient tangent search optimization enabled voice transformer with speech intelligibility for aphasia
R Ranjith, A Chandrasekar - Computer Speech & Language, 2024 - Elsevier
A frequent neurological condition known as aphasia is brought on by injury to language-
related brain regions as well as possibly other regions of the brain involved in executive …
related brain regions as well as possibly other regions of the brain involved in executive …