Machine Learning, Features, and Computational Approaches to Discourse Analysis

N Clarke, P Garrard - Spoken Discourse Impairments in the Neurogenic …, 2024 - Springer
The advent of machine-readable text revolutionized discourse analysis, ensuring
computation of myriad linguistic features, spanning vocabulary to semantics, quickly and at …

Automatic Assessment of Speech and Language Impairment in Natural Speech

Y Qin, T Lee - Spoken Discourse Impairments in the Neurogenic …, 2024 - Springer
This chapter provides an overview of inter-disciplinary research works on automatic
assessment of speech and language impairment in spoken discourse. Automatic …

[图书][B] Spoken Discourse Impairments in the Neurogenic Populations: A State-of-the-Art, Contemporary Approach

APH Kong - 2023 - Springer
This comprehensive volume provides balanced and easily readable chapters on
contemporary topics around discourse production in patients with neurogenic disorders …

[图书][B] Discourse analysis in adults with and without communication disorders: A resource for clinicians and researchers

C Coelho, LR Cherney, BB Shadden - 2022 - books.google.com
Discourse Analysis in Adults With and Without Communication Disorders: A Resource for
Clinicians and Researchers provides state-of-the-art information about discourse analysis …

Open Brain AI. Automatic Language Assessment

C Themistocleous - Proceedings of the Fifth Workshop on …, 2024 - aclanthology.org
Abstract Language assessment plays a crucial role in diagnosing and treating individuals
with speech, language, and communication disorders caused by neurogenic conditions …

TalkBank Methods for Studying Spoken Discourse

B Macwhinney, D Fromm - … Impairments in the Neurogenic Populations: A …, 2024 - Springer
This chapter examines the use of TalkBank methods for coding, analyzing, and interpreting
discourse-level language data from adults with neurogenic language disorders. These …

How to do things with (thousands of) words: Computational approaches to discourse analysis in Alzheimer's disease

N Clarke, P Foltz, P Garrard - Cortex, 2020 - Elsevier
Abstract Natural Language Processing (NLP) is an ever-growing field of computational
science that aims to model natural human language. Combined with advances in machine …

Exploring the Role of Machine Learning in Diagnosing and Treating Speech Disorders: A Systematic Literature Review

Z Brahmi, M Mahyoob, M Al-Sarem… - Psychology Research …, 2024 - Taylor & Francis
Purpose Speech disorders profoundly impact the overall quality of life by impeding social
operations and hindering effective communication. This study addresses the gap in …

[图书][B] Addressing the Challenges of Automated Speech and Language Analysis for the Assessment of Mental Health and Functional Competency

RNU Voleti - 2022 - search.proquest.com
Severe forms of mental illness, such as schizophrenia and bipolar disorder, are debilitating
conditions that negatively impact an individual's quality of life. Additionally, they are often …

Speech analysis for mental health assessment using support vector machines

I Song, J Diederich - Mental Health Informatics, 2013 - Springer
Speech and language dysfunction (SLD) is one of the primary symptoms of mental
disorders, such as schizophrenia. Because of the difficulties and subjective nature of SLD …