A Novel Multi-task Learning based Automatic Speech Impairment Assessment Algorithm
Speech impairment assessment is crucial to the treatment evaluation of speech therapy. The
current evaluation methods mainly depend on speech-language pathologists (SLPs) …
current evaluation methods mainly depend on speech-language pathologists (SLPs) …
An end-to-end approach to automatic speech assessment for people with aphasia
Conventionally, automatic assessment of pathological speech involves two main steps:(1)
extraction of pathology-specific features;(2) classification or regression of extracted features …
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
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 …
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 …
An optimal hybrid AI-ResNet for accurate severity detection and classification of patients with aphasia disorder
E Nivedha, A Chandrasekar, S Jothi - Signal, Image and Video Processing, 2023 - Springer
Assessing speech severity by examining the speech signals of patients with aphasia is
significant for providing the best course of therapy. Though there are available various …
significant for providing the best course of therapy. Though there are available various …
Performance Evaluation of Machine Learning Frameworks for Aphasia Assessment
A Kumar, Y Li, Y Tang - Sensors, 2021 - search.proquest.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 …
aphasia (PWA). It is a comprehensive and time-consuming process that aims to discriminate …
Application of Machine Learning Algorithms to Disordered Speech
Aphasia is an acquired neurogenic language/speech disorder that can be assessed with
one of the well-known assessment standards, such as the Chinese Rehabilitation Research …
one of the well-known assessment standards, such as the Chinese Rehabilitation Research …
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 …
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 …
[PDF][PDF] Impairment Representation Learning for Speech Quality Assessment.
Non-intrusive speech quality assessment has been a crucial task for speech processing. In
recent years, methods based on deep neural network have achieved the start-of-the-art …
recent years, methods based on deep neural network have achieved the start-of-the-art …