Learning Co-Speech Gesture for Multimodal Aphasia Type Detection

D Lee, S Son, H Jeon, S Kim, J Han - arXiv preprint arXiv:2310.11710, 2023 - arxiv.org
Aphasia, a language disorder resulting from brain damage, requires accurate identification
of specific aphasia types, such as Broca's and Wernicke's aphasia, for effective treatment …

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 …

Role of pause duration in primary progressive aphasia

R Ossewaarde, Y Pijnenburg, A Keulen, R Jonkers… - Aphasiology, 2024 - Taylor & Francis
Aims To detect differences in speech fluency in separate primary progressive aphasia
syndromes (PPA) using automated analysis techniques. The resulting linguistic features are …

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 …

Disordered speech assessment using kullback-leibler divergence features with multi-task acoustic modeling

Y Liu, Y Qin, S Feng, T Lee… - 2018 11th International …, 2018 - ieeexplore.ieee.org
For acoustical assessment of pathological speech, naturally spoken sentences are believed
to be most suitable from the perspectives of both patients and clinicians. This is a …

Analyzing machine learning algorithms for speech impairment related issues

VP Singh, J Agarwal, M Kumar - 2021 8th International …, 2021 - ieeexplore.ieee.org
Aphasia may be defined as a disorder that causes problems in the language of a human, its
loss the production of human or grasp of speech and the ability to write language or reading …

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 …

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 …

[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 …