Automatic Assessment of Speech and Language Impairment in Natural Speech
This chapter provides an overview of inter-disciplinary research works on automatic
assessment of speech and language impairment in spoken discourse. Automatic …
assessment of speech and language impairment in spoken discourse. Automatic …
Leveraging Multimodal Information in Speech Data for the Non-Invasive Detection of Alzheimer's Disease
SB Shah, A Bhandari… - 2023 14th International …, 2023 - ieeexplore.ieee.org
Alzheimer's disease (AD) is the most common form of dementia, affecting millions of
individuals worldwide. Early identification and treatment of AD are critical for advanced …
individuals worldwide. Early identification and treatment of AD are critical for advanced …
[PDF][PDF] Proof of clinical feasibility of natural language learning with machines
Aphasia is a condition resulting from a stroke or injury to the brain. This condition renders
the patient unable to use language efficiently. Machine learning and artificial intelligence …
the patient unable to use language efficiently. Machine learning and artificial intelligence …
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 …
Evaluation of supervised learning algorithms based on speech features as predictors to the diagnosis of mild to moderate intellectual disability
G Aggarwal, L Singh - 3D Research, 2018 - Springer
Due to age-bound onset of symptoms used for diagnosis of mild to moderate intellectual
disability, early diagnosis of these problems has long been a difficult issue. The diagnosis …
disability, early diagnosis of these problems has long been a difficult issue. The diagnosis …
Advances in artificial intelligence for diagnosing Alzheimer's disease through speech
M Abid, M Asif, Z Khemane, A Jawaid… - Annals of Medicine …, 2024 - journals.lww.com
Alzheimer's disease (AD) affects more than six million Americans and is the seventh leading
cause of death in the United States. Artificial intelligence (AI), specifically natural language …
cause of death in the United States. Artificial intelligence (AI), specifically natural language …
[PDF][PDF] Interactive Virtual Rehabilitation for Aphasic Arabic-Speaking Patients
SH ElGohary, A Lithy, S Khamis, A Ali… - Adv. Sci. Technol. Eng …, 2020 - academia.edu
Objective: Individuals with aphasia often experience significant problems in their daily lives
and social participation. Technologies that address speech and language disorders deficit in …
and social participation. Technologies that address speech and language disorders deficit in …
[PDF][PDF] Improving Automatic Recognition of Aphasic Speech with AphasiaBank.
D Le, EM Provost - Interspeech, 2016 - isca-archive.org
Automatic recognition of aphasic speech is challenging due to various speech-language
impairments associated with aphasia as well as a scarcity of training data appropriate for …
impairments associated with aphasia as well as a scarcity of training data appropriate for …
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 …
Careful Whisper--leveraging advances in automatic speech recognition for robust and interpretable aphasia subtype classification
L Wagner, M Zusag, T Bloder - arXiv preprint arXiv:2308.01327, 2023 - arxiv.org
This paper presents a fully automated approach for identifying speech anomalies from voice
recordings to aid in the assessment of speech impairments. By combining Connectionist …
recordings to aid in the assessment of speech impairments. By combining Connectionist …