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 …

Towards automatic assessment of aphasia speech using automatic speech recognition techniques

Y Qin, T Lee, APH Kong, SP Law - 2016 10th International …, 2016 - ieeexplore.ieee.org
Aphasia is a type of acquired language impairment caused by brain injury. This paper
presents an automatic speech recognition (ASR) based approach to objective assessment …

An end-to-end approach to automatic speech assessment for people with aphasia

Y Qin, T Lee, Y Wu, APH Kong - 2018 11th International …, 2018 - ieeexplore.ieee.org
Conventionally, automatic assessment of pathological speech involves two main steps:(1)
extraction of pathology-specific features;(2) classification or regression of extracted features …

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 …

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 …

Combining phone posteriorgrams from strong and weak recognizers for automatic speech assessment of people with aphasia

Y Qin, T Lee, APH Kong - ICASSP 2019-2019 IEEE …, 2019 - ieeexplore.ieee.org
This paper presents an investigation on applying automatic speech recognition (ASR) to
speech assessment of people with aphasia (PWA). A distinctive characteristic of PWA …

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 speech impairment in cantonese-speaking people with aphasia

Y Qin, T Lee, APH Kong - IEEE journal of selected topics in …, 2019 - ieeexplore.ieee.org
Aphasia is a common type of acquired language impairment resulting from dysfunction in
specific brain regions. Analysis of narrative spontaneous speech, eg, story-telling, is an …

You speak, we detect: Quantitative diagnosis of anomic and Wernicke's aphasia using digital signal processing techniques

M Khan, BN Silva, SH Ahmed, A Ahmad… - 2017 IEEE …, 2017 - ieeexplore.ieee.org
Aphasia is a common adult language disorder acquired after a stroke, head injury, tumor,
etc. Accurate diagnosis influences the prognosis of any speech and language disorder …

[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 …