SPASHT: Semantic and Pragmatic Speech Features for Automatic Assessment of Autism
Language and communication impairments are considered one of the core features of
autism spectrum disorder (ASD). Quantifying the language atypicalities in autism is a …
autism spectrum disorder (ASD). Quantifying the language atypicalities in autism is a …
Artificial Intelligence Driven Predictive Analysis of Acoustic and Linguistic Behaviours for ASD Identification
The identification of Autism Spectrum Disorder (ASD) faces challenges due to the lack of
reliable biomarkers and the subjectivity in diagnostic procedures, necessitating improved …
reliable biomarkers and the subjectivity in diagnostic procedures, necessitating improved …
Exploring Speech Pattern Disorders in Autism using Machine Learning
Diagnosing autism spectrum disorder (ASD) by identifying abnormal speech patterns from
examiner-patient dialogues presents significant challenges due to the subtle and diverse …
examiner-patient dialogues presents significant challenges due to the subtle and diverse …
Audio Speech Signal Analysis for Early Autism Spectrum Disorder Detection
A Jaby, MB Islam - 2023 Innovations in Intelligent Systems and …, 2023 - ieeexplore.ieee.org
Autism Spectrum Disorder (ASD) is a neurodevel-opmental disorder that affects social
interaction, communication, and behavior. Recent studies have shown that vocal and …
interaction, communication, and behavior. Recent studies have shown that vocal and …
Detecting autism spectrum disorders with machine learning models using speech transcripts
V Ramesh, R Assaf - arXiv preprint arXiv:2110.03281, 2021 - arxiv.org
Autism spectrum disorder (ASD) can be defined as a neurodevelopmental disorder that
affects how children interact, communicate and socialize with others. This disorder can occur …
affects how children interact, communicate and socialize with others. This disorder can occur …
Computational analysis of trajectories of linguistic development in autism
E Prud'hommeaux, E Morley… - 2014 IEEE Spoken …, 2014 - ieeexplore.ieee.org
Deficits in semantic and pragmatic expression are among the hallmark linguistic features of
autism. Recent work in deriving computational correlates of clinical spoken language …
autism. Recent work in deriving computational correlates of clinical spoken language …
Autism speech analysis using acoustic features
Autism speech has distinct acoustic patterns, different from normal speech. Analyzing
acoustic features derived from the speech of children affected with autism spectrum disorder …
acoustic features derived from the speech of children affected with autism spectrum disorder …
Creating a diagnostic assessment model for autism spectrum disorder by differentiating lexicogrammatical choices through machine learning
S Kato, K Hanawa, M Saito, K Nakamura - Plos one, 2024 - journals.plos.org
This study explores the challenge of differentiating autism spectrum (AS) from non-AS
conditions in adolescents and adults, particularly considering the heterogeneity of AS and …
conditions in adolescents and adults, particularly considering the heterogeneity of AS and …
Combining voice and language features improves automated autism detection
Variability in expressive and receptive language, difficulty with pragmatic language, and
prosodic difficulties are all features of autism spectrum disorder (ASD). Quantifying language …
prosodic difficulties are all features of autism spectrum disorder (ASD). Quantifying language …
Machine learning based automated speech dialog analysis of autistic children
A Wijesinghe, P Samarasinghe… - … on Knowledge and …, 2019 - ieeexplore.ieee.org
Children with autism spectrum disorder (ASD) have altered behaviors in communication,
social interaction, and activity, out of which communication has been the most prominent …
social interaction, and activity, out of which communication has been the most prominent …