DCNN: Deep Convolutional Neural Network with XAI for Efficient Detection of Specific Language Impairment in Children
Assessing children for specific language impairment (SLI) or other communication
impairments can be challenging for doctors due to the extensive battery of tests and …
impairments can be challenging for doctors due to the extensive battery of tests and …
One-dimensional convolutional neural network and hybrid deep-learning paradigm for classification of specific language impaired children using their speech
Background and objective Screening children for communicational disorders such as
specific language impairment (SLI) is always challenging as it requires clinicians to follow a …
specific language impairment (SLI) is always challenging as it requires clinicians to follow a …
SLINet: Dysphasia detection in children using deep neural network
A child has specific language impairment (SLI) or developmental dysphasia (DD) when the
speech is delayed or has disordered language development for no apparent reason. As it …
speech is delayed or has disordered language development for no apparent reason. As it …
Automatic recognition of disordered children's speech signal in dyadic interaction using deep learning models
Children suffering with spontaneous speech impairment or inappropriate communication
abilities like disordered speech or delayed speech face challenges when involved in …
abilities like disordered speech or delayed speech face challenges when involved in …
Efficient detection of specific language impairment in children using ResNet classifier
K Kotarba, M Kotarba - 2020 Signal Processing: Algorithms …, 2020 - ieeexplore.ieee.org
Specific language impairment (SLI), also known as developmental dysphasia, is a
developmental language disorder that affects approximately 7% of the preschool population …
developmental language disorder that affects approximately 7% of the preschool population …
Automatic Speech and Voice Disorder Detection using Deep Learning-A Systematic Literature Review
Speech and voice disorders are highly prevalent and a significant concern, particularly
among children. These disorders have a notable impact on individual's personalities …
among children. These disorders have a notable impact on individual's personalities …
[HTML][HTML] Fast screening for children's developmental language disorders via comprehensive speech ability evaluation—using a novel deep learning framework
X Zhang, F Qin, Z Chen, L Gao, G Qiu… - Annals of Translational …, 2020 - ncbi.nlm.nih.gov
Background Developmental language disorders (DLDs) are the most common
developmental disorders in children. For screening DLDs, speech ability (SA) is one of the …
developmental disorders in children. For screening DLDs, speech ability (SA) is one of the …
Prediction of specific language impairment in children using speech linear predictive coding coefficients
Specific language impairment (SLI) is a kind of neurodevelopmental disorders which could
disturb the speech production and language comprehension ability of a child. The …
disturb the speech production and language comprehension ability of a child. The …
A Fine-Tuned CatBoost-Based Speech Disorder Detection Model
AK Dutta, AR Wahab Sait - Journal of Disability Research, 2024 - scienceopen.com
The classification of speech disorders (SDs) is crucial for treating children with speech
impairment (SI). An automated SD classification can assist speech therapists in rendering …
impairment (SI). An automated SD classification can assist speech therapists in rendering …
Acoustic features characterization of autism speech for automated detection and classification
A Mohanta, P Mukherjee… - 2020 National Conference …, 2020 - ieeexplore.ieee.org
The verbal children affected with autism spectrum disorder (ASD) often shows some notable
acoustic patterns. This paper represents the classification of autism speech, ie, the speech …
acoustic patterns. This paper represents the classification of autism speech, ie, the speech …