Learning Co-Speech Gesture for Multimodal Aphasia Type Detection
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 …
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 …
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 …
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
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 …
Disordered speech assessment using kullback-leibler divergence features with multi-task acoustic modeling
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 …
to be most suitable from the perspectives of both patients and clinicians. This is a …
Analyzing machine learning algorithms for speech impairment related issues
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 …
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
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 …
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 …
[PDF][PDF] Automatic Assessment of Language Impairment Based on Raw ASR Output.
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 …
based features are needed. The feature design relies on experts' domain knowledge and …