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 …

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

Y Qin, Y Wu, T Lee, APH Kong - Journal of Signal Processing Systems, 2020 - Springer
Conventional automatic assessment of pathological speech usually follows two main
steps:(1) extraction of pathology-specific features;(2) classification or regression on …

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 …

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 …

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 …

[PDF][PDF] Automatic Assessment of Language Impairment Based on Raw ASR Output.

Y Qin, T Lee, APH Kong - INTERSPEECH, 2019 - isca-archive.org
For automatic assessment of language impairment in natural speech, properly designed text-
based features are needed. The feature design relies on experts' domain knowledge and …

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 …

[PDF][PDF] Automatic Speech Assessment for People with Aphasia Using TDNN-BLSTM with Multi-Task Learning.

Y Qin, T Lee, S Feng, APH Kong - Interspeech, 2018 - aphasia.talkbank.org
This paper describes an investigation on automatic speech assessment for people with
aphasia (PWA) using a DNN based automatic speech recognition (ASR) system. The main …

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 …

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 …