An end-to-end approach to automatic speech assessment for Cantonese-speaking people with aphasia
Conventional automatic assessment of pathological speech usually follows two main
steps:(1) extraction of pathology-specific features;(2) classification or regression on …
steps:(1) extraction of pathology-specific features;(2) classification or regression on …
[HTML][HTML] Performance evaluation of machine learning frameworks for aphasia assessment
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 …
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.
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 …
aphasia (PWA) using a DNN based automatic speech recognition (ASR) system. The main …
Automatic assessment of speech impairment in cantonese-speaking people with aphasia
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 …
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 …
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
This paper presents an investigation on applying automatic speech recognition (ASR) to
speech assessment of people with aphasia (PWA). A distinctive characteristic of PWA …
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 …
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 …
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
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 …
presents an automatic speech recognition (ASR) based approach to objective assessment …
Aphasic speech recognition using a mixture of speech intelligibility experts
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 …
aphasic speech analysis. However, standard one-size-fits-all automatic speech recognition …
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