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 …
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 …
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 …
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 …
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 …
Prediction of Specific Language Impairment in Children using Cepstral Domain Coefficients
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 …
achieving language skills. Children that are affected with SLI are late to speak and may not …
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 …
Classification of speech and language profiles in 4-year-old children with cerebral palsy: A prospective preliminary study
Purpose In this study, the authors proposed and tested a preliminary speech and language
classification system for children with cerebral palsy. Method Speech and language …
classification system for children with cerebral palsy. Method Speech and language …
[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] Deep-learning-based automated classification of chinese speech sound disorders
YM Kuo, SJ Ruan, YC Chen, YW Tu - Children, 2022 - mdpi.com
This article describes a system for analyzing acoustic data to assist in the diagnosis and
classification of children's speech sound disorders (SSDs) using a computer. The analysis …
classification of children's speech sound disorders (SSDs) using a computer. The analysis …