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 …
disability, early diagnosis of these problems has long been a difficult issue. The diagnosis …
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 …
early age is inconsistent, subjective, time-consuming and prone to error. This study attempts …
Detection and Diagnosis of Learning Disabilities in Children of Saudi Arabia with Artificial Intelligence
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 …
neurological disorder that affects the brain of children and hinders their capacity to do one or …
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 …
extraction techniques: Linear Predictive Coefficients (LPC), Linear Prediction Cepstral …
Classification of children with sli through their speech utterances
P Grill - World Congress on Medical Physics and Biomedical …, 2019 - Springer
Many young children have speech disorders. The research focused on one such disorder,
known as specific language impairment (SLI) or developmental dysphasia in Czech (DD). A …
known as specific language impairment (SLI) or developmental dysphasia in Czech (DD). A …
A novel hybrid PSO assisted optimization for classification of intellectual disability using speech signal
G Aggarwal, R Monga, SP Gochhayat - Wireless Personal …, 2020 - Springer
Speech signals convey speaker's neurodevelopmental state along with phonological
information. Recognize a speech disorder by analyzing the speech is essential for human …
information. Recognize a speech disorder by analyzing the speech is essential for human …
Audio texture and age-wise analysis of disordered speech in children having specific language impairment
A child suffering from specific language impairment (SLI) or developmental dysphasia (DD)
has delayed speech and disordered language development with no apparent reason …
has delayed speech and disordered language development with no apparent reason …
[HTML][HTML] Discrimination of mild cognitive impairment based on involuntary changes caused in voice elements
In this study, the technique associated with the capturing involuntary changes in voice
elements caused by diseases is applied to diagnose them and a voice index is proposed to …
elements caused by diseases is applied to diagnose them and a voice index is proposed to …
[HTML][HTML] Classification of voice disorder in children with cochlear implantation and hearing aid using multiple classifier fusion
Z Mahmoudi, S Rahati, MM Ghasemi… - Biomedical engineering …, 2011 - Springer
Background Speech production and speech phonetic features gradually improve in children
by obtaining audio feedback after cochlear implantation or using hearing aids. The aim of …
by obtaining audio feedback after cochlear implantation or using hearing aids. The aim of …
[HTML][HTML] Machine Learning for Predicting Neurodevelopmental Disorders in Children
Featured Application This study is an extension of the “Smart Computing Models, Sensors,
and Early Diagnostic Speech and Language Deficits Indicators in Child Communication” …
and Early Diagnostic Speech and Language Deficits Indicators in Child Communication” …