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 …

[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 …

[PDF][PDF] Automatic speech recognition in the diagnosis of primary progressive aphasia

KC Fraser, F Rudzicz, N Graham… - Proceedings of the …, 2013 - aclanthology.org
Narrative speech can provide a valuable source of information about an individual's
linguistic abilities across lexical, syntactic, and pragmatic levels. However, analysis of …

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 …

Automatic speech assessment for aphasic patients based on syllable-level embedding and supra-segmental duration features

Y Qin, T Lee, APH Kong - 2018 IEEE International Conference …, 2018 - ieeexplore.ieee.org
Aphasia is a type of acquired language impairment resulting from brain injury. Speech
assessment is an important part of the comprehensive assessment process for aphasic …

Performance evaluation of machine learning frameworks for aphasia assessment

SS Mahmoud, A Kumar, Y Li, Y Tang, Q Fang - Sensors, 2021 - mdpi.com
Speech assessment is an essential part of the rehabilitation procedure for patients with
aphasia (PWA). It is a comprehensive and time-consuming process that aims to discriminate …

Automatic speech recognition for acoustical analysis and assessment of cantonese pathological voice and speech

T Lee, Y Liu, PW Huang, JT Chien… - … on acoustics, speech …, 2016 - ieeexplore.ieee.org
This paper describes the application of state-of-the-art automatic speech recognition (ASR)
systems to objective assessment of voice and speech disorders. Acoustical analysis of …

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 …

A machine learning based system for the automatic evaluation of aphasia speech

C Kohlschein, M Schmitt, B Schüller… - 2017 ieee 19th …, 2017 - ieeexplore.ieee.org
Aphasia is an acquired language disorder resulting from damage to language related
networks of the brain, most often as a result of ischemic stroke or traumatic brain injury …

Factor analysis of spontaneous speech in aphasia

JK Gordon - Journal of Speech, Language, and Hearing Research, 2020 - ASHA
Purpose Spontaneous speech tasks are critically important for characterizing spoken
language production deficits in aphasia and for assessing the impact of therapy. The utility of …