Detection and Diagnosis of Learning Disabilities in Children of Saudi Arabia with Artificial Intelligence

M Alshehri, S Sharma, P Gupta, SR Shah - 2023 - researchsquare.com
Learning Disability (LD) is an umbrella term for various learning difficulties. It is a
neurological disorder that affects the brain of children and hinders their capacity to do one or …

Evaluation of supervised learning algorithms based on speech features as predictors to the diagnosis of mild to moderate intellectual disability

G Aggarwal, L Singh - 3D Research, 2018 - Springer
Due to age-bound onset of symptoms used for diagnosis of mild to moderate intellectual
disability, early diagnosis of these problems has long been a difficult issue. The diagnosis …

Classification of intellectual disability using LPC, LPCC, and WLPCC parameterization techniques

G Aggarwal, L Singh - International Journal of Computers and …, 2019 - Taylor & Francis
The goal of this study is to present a comparative analysis between the three feature
extraction techniques: Linear Predictive Coefficients (LPC), Linear Prediction Cepstral …

One-dimensional convolutional neural network and hybrid deep-learning paradigm for classification of specific language impaired children using their speech

Y Sharma, BK Singh - Computer Methods and Programs in Biomedicine, 2022 - Elsevier
Background and objective Screening children for communicational disorders such as
specific language impairment (SLI) is always challenging as it requires clinicians to follow a …

[PDF][PDF] A deep learning based evaluation of articulation disorder and learning assistive system for autistic children

LG Pillai, E Sherly - International Journal on Natural Language …, 2017 - researchgate.net
ABSTRACT Automatic Speech Recognition (ASR) is a thriving technology, which permits an
application to detect the spoken words or the speaker using computer. This work isfocused …

Prediction of Specific Language Impairment in Children using Cepstral Domain Coefficients

S Safdar, S Kausar, S Tehsin… - … for Technology and …, 2023 - ieeexplore.ieee.org
Specific Language Impairment (SLI) is a language disorder which prevents children from
achieving language skills. Children that are affected with SLI are late to speak and may not …

Prediction of specific language impairment in children using speech linear predictive coding coefficients

Y Sharma, BK Singh - 2020 First International Conference on …, 2020 - ieeexplore.ieee.org
Specific language impairment (SLI) is a kind of neurodevelopmental disorders which could
disturb the speech production and language comprehension ability of a child. The …

Comparisons of speech parameterisation techniques for classification of intellectual disability using machine learning

G Aggarwal, L Singh - … on physical and intellectual disabilities in an …, 2022 - igi-global.com
Classification of intellectually disabled children through manual assessment of speech at an
early age is inconsistent, subjective, time-consuming and prone to error. This study attempts …

Machine Learning for Predicting Neurodevelopmental Disorders in Children

EI Toki, IG Tsoulos, V Santamato, J Pange - Applied Sciences, 2024 - mdpi.com
Featured Application This study is an extension of the “Smart Computing Models, Sensors,
and Early Diagnostic Speech and Language Deficits Indicators in Child Communication” …

[PDF][PDF] Towards developing impairments arabic speech dataset using deep learning

SR Shareef, YFU Al-Irhayim - Indonesian Journal of Electrical …, 2022 - researchgate.net
The effective and efficient recognition of speech sounds errors for impaired children is
important if a defective phonological process is early detected and corrected. This study …