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 …

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 …

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 …

[PDF][PDF] Classification of speech for clinical data using artificial neural network

CR Bharathi, V Shanthi - International Journal of Computer Science Issues …, 2011 - Citeseer
A wide range of researches are carried out in speech signal processing for denoising,
enhancement and more. Besides the other, stress management is important to improve …

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 …

A flexible speech recognition system for cerebral palsy disabled

MH Mohamad Jamil, SAR Al-Haddad… - … and Information Science …, 2011 - Springer
Cerebral palsy (CP) is a disability with condition where children have problem controlling
their movement coordination as a result of damage in the part of the brain-cerebrum. It may …

Efficient speech recognition system for hearing impaired children in classical Tamil language

C Jeyalakshmi, A Revathi - International Journal of …, 2018 - inderscienceonline.com
This paper presents the development of the robust speech recognition system for the
children with hearing impairment. It is a challenging task to recognise the distorted speeches …

An FPN-based classification method for speech intelligibility detection of children with speech impairments

F Rosdi, SS Salim, MB Mustafa - Soft Computing, 2019 - Springer
The inability to speak fluently degrades the quality of life of many individuals. Early
intervention from childhood can reduce the disfluency of speech among adults. Traditionally …

A strategic approach to recognize the speech of the children with hearing impairment: different sets of features and models

R Arunachalam - Multimedia Tools and Applications, 2019 - Springer
The automatic speech recognition system is developed and tested for recognizing the
speeches of a normal person in various languages. This paper mainly emphasizes the need …