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 …
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 …
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 …
Fuzzy-based discriminative feature representation for children's speech recognition
SM Mirhassani, HN Ting - Digital Signal Processing, 2014 - Elsevier
Automatic recognition of the speech of children is a challenging topic in computer-based
speech recognition systems. Conventional feature extraction method namely Mel-frequency …
speech recognition systems. Conventional feature extraction method namely Mel-frequency …
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 …
[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 …
enhancement and more. Besides the other, stress management is important to improve …
Parameterization techniques for automatic speech recognition system
Speech development usually involves the ability to perceive the dialectal architecture of a
language, which is responsible for the production of sound and finally utter the appropriate …
language, which is responsible for the production of sound and finally utter the appropriate …
A vital neurodegenerative disorder detection using speech cues
BS Jahnavi, BS Supraja… - Journal of Intelligent & …, 2020 - content.iospress.com
The main motive of this work is to discriminate a vital neurodegenerative condition of
Parkinson Disease (PD) affected patients from individuals with no history of such a disorder …
Parkinson Disease (PD) affected patients from individuals with no history of such a disorder …
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 …
Specific language impairment detection through voice analysis
KJ Slogrove, D van der Haar - … , BIS 2020, Colorado Springs, CO, USA …, 2020 - Springer
Abstract Specific Language Impairment is a communication disorder regarding the mastery
of language and conversation that impacts children. The system proposed aims to provide …
of language and conversation that impacts children. The system proposed aims to provide …