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 …
[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 …
[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 …
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 …
but can be difficult to perform manually due to the time consuming nature of speech …
Automatic speech assessment system for aphasia speech disorder
KR Jothi, P Yawalkar, VL Mamatha - Annals of the Romanian …, 2021 - annalsofrscb.ro
Aphasia is a language impairment disorder that affects speech production or speech
comprehension. Person face difficulties in communication due to long pauses, repetitions …
comprehension. Person face difficulties in communication due to long pauses, repetitions …
A systematic review of machine learning based automatic speech assessment system to evaluate speech impairment
KR Jothi, VL Mamatha - 2020 3rd International Conference on …, 2020 - ieeexplore.ieee.org
Aphasia is a communication disability that falls under the category of neurological speech
disorder. The main cause of the aphasia individual speech impairment damages certain …
disorder. The main cause of the aphasia individual speech impairment damages certain …
Predicting severity in people with aphasia: A natural language processing and machine learning approach
Speech language pathologists need an accurate assessment of the severity of people with
aphasia (PWA) to design and provide the best course of therapy. Currently, severity is …
aphasia (PWA) to design and provide the best course of therapy. Currently, severity is …
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 …
[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 …
[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 …