[HTML][HTML] Automatic assessment of aphasic speech sensed by audio sensors for classification into aphasia severity levels to recommend speech therapies
HMDPM Herath, WASA Weraniyagoda… - Sensors, 2022 - mdpi.com
Aphasia is a type of speech disorder that can cause speech defects in a person. Identifying
the severity level of the aphasia patient is critical for the rehabilitation process. In this …
the severity level of the aphasia patient is critical for the rehabilitation process. In this …
[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 …
[HTML][HTML] Language sample analysis with TalkBank: An update and review
B MacWhinney, D Fromm - Frontiers in communication, 2022 - frontiersin.org
This chapter examines state-of-the-art methods for coding, analyzing, and interpreting
discourse-level language data from children and adults with language disorders using the …
discourse-level language data from children and adults with language disorders using the …
[HTML][HTML] A Systematic Review of Using Deep Learning in Aphasia: Challenges and Future Directions
Y Wang, W Cheng, F Sufi, Q Fang, SS Mahmoud - Computers, 2024 - mdpi.com
In this systematic literature review, the intersection of deep learning applications within the
aphasia domain is meticulously explored, acknowledging the condition's complex nature …
aphasia domain is meticulously explored, acknowledging the condition's complex nature …
Automating intended target identification for paraphasias in discourse using a large language model
Purpose: To date, there are no automated tools for the identification and fine-grained
classification of paraphasias within discourse, the production of which is the hallmark …
classification of paraphasias within discourse, the production of which is the hallmark …
Learning Co-Speech Gesture for Multimodal Aphasia Type Detection
Aphasia, a language disorder resulting from brain damage, requires accurate identification
of specific aphasia types, such as Broca's and Wernicke's aphasia, for effective treatment …
of specific aphasia types, such as Broca's and Wernicke's aphasia, for effective treatment …
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 …
discourse-level language data from adults with neurogenic language disorders. These …
[HTML][HTML] 语义在人脑中的分布式表征: 来自自然语言处理技术的证据
蒋嘉浩, 赵国钰, 马英博, 丁国盛, 刘兰芳 - 心理科学进展, 2023 - journal.psych.ac.cn
人脑如何表征语义信息一直以来是认知神经科学的核心问题. 传统研究主要通过人为操纵刺激
属性或任务要求等实验方法来定位语义表征脑区, 这类方法虽然取得了诸多成果 …
属性或任务要求等实验方法来定位语义表征脑区, 这类方法虽然取得了诸多成果 …
Language rehabilitation of people with BROCA aphasia using deep neural machine translation
K Smaïli, D Langlois, P Pribil - Fifth International Conference on …, 2022 - hal.science
More than 13 million people suffer a stroke each year. Aphasia is known as a language
disorder usually caused by a stroke that damages a specific area of the brain that controls …
disorder usually caused by a stroke that damages a specific area of the brain that controls …
Distributed representation of semantics in the human brain: Evidence from studies using natural language processing techniques
J JIANG, G ZHAO, Y MA, G DING… - … in Psychological Science, 2023 - journal.psych.ac.cn
How semantics are represented in human brains is a central issue in cognitive
neuroscience. Previous studies typically detect semantic information by manipulating the …
neuroscience. Previous studies typically detect semantic information by manipulating the …