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 …

[HTML][HTML] 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 …

[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 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 …

An efficient deep learning based method for speech assessment of mandarin-speaking aphasic patients

SS Mahmoud, A Kumar, Y Tang, Y Li… - IEEE Journal of …, 2020 - ieeexplore.ieee.org
Speech assessment is an important part of the rehabilitation process for patients with
aphasia (PWA). Mandarin speech lucidity features such as articulation, fluency, and tone …

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 …

[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 …

[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 …

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 …

Aphasic speech recognition using a mixture of speech intelligibility experts

M Perez, Z Aldeneh, EM Provost - arXiv preprint arXiv:2008.10788, 2020 - arxiv.org
Robust speech recognition is a key prerequisite for semantic feature extraction in automatic
aphasic speech analysis. However, standard one-size-fits-all automatic speech recognition …