rsarka34
Prime Minister's Research Fellow, Indian Institute of Technology, Patna
IIT PatnaBihar, India
Pinned Repositories
AsTFSONN
AsTFSONN: A Unified Framework Based on Time-Frequency Domain Self-Operational Neural Network for Asthmatic Lung Sound Classification (IEEE MeMeA-2024)
AsthmaSCELNet-INTERSPEECH
AsthmaSCELNet: A Lightweight Supervised Contrastive Embedding Learning Framework For Asthma Classification Using Lung Sounds (INTERSPEECH 2024)
Automated-Severity-Detection-Of-Chronic-Obstructive-Pulmonary-Disease-Using-Lung-Sounds
COPD severity grading using lung sounds and machine learning
ILDNet
ILDNet: A Novel Deep Learning Framework for Interstitial Lung Disease Identification Using Respiratory Sounds (IEEE SPCOM-2024)
LoRaSONN
LoRaSONN: A Novel Self-Operational Neural Network Learning Framework for RF-Fingerprint Identification of LoRa Devices
MHSONN
A Novel Multi-Head Self-Organized Operational Neural Network Architecture for Chronic Obstructive Pulmonary Disease Detection Using Lung Sounds (IEEE TASLP-2024)
NPTEL-Deep-Learning-Hands-on-NOC24EE04-
This repository contains the Python Hand-on codes and the lecture materials of the lve sessions taken by me nder SWAYAM-NPTEL platform
RDLINet
RDLINet: A Novel Lightweight Inception Network for Respiratory Disease Classification Using Lung Sounds (IEEE TIM-2024)
RS-2-BP
RS-2-BP: A Unified Deep Learning Framework for Deriving EIT-Based Breathing Patterns from Respiratory Sounds (IEEE SPL-2024)
VGAResNet
VGAResNet: A Unified Visibility Graph Adjacency Matrix-Based Residual Network for Chronic Obstructive Pulmonary Disease Detection Using Lung Sounds
rsarka34's Repositories
rsarka34/RDLINet
RDLINet: A Novel Lightweight Inception Network for Respiratory Disease Classification Using Lung Sounds (IEEE TIM-2024)
rsarka34/VGAResNet
VGAResNet: A Unified Visibility Graph Adjacency Matrix-Based Residual Network for Chronic Obstructive Pulmonary Disease Detection Using Lung Sounds
rsarka34/AsthmaSCELNet-INTERSPEECH
AsthmaSCELNet: A Lightweight Supervised Contrastive Embedding Learning Framework For Asthma Classification Using Lung Sounds (INTERSPEECH 2024)
rsarka34/NPTEL-Deep-Learning-Hands-on-NOC24EE04-
This repository contains the Python Hand-on codes and the lecture materials of the lve sessions taken by me nder SWAYAM-NPTEL platform
rsarka34/AsTFSONN
AsTFSONN: A Unified Framework Based on Time-Frequency Domain Self-Operational Neural Network for Asthmatic Lung Sound Classification (IEEE MeMeA-2024)
rsarka34/Automated-Severity-Detection-Of-Chronic-Obstructive-Pulmonary-Disease-Using-Lung-Sounds
COPD severity grading using lung sounds and machine learning
rsarka34/ILDNet
ILDNet: A Novel Deep Learning Framework for Interstitial Lung Disease Identification Using Respiratory Sounds (IEEE SPCOM-2024)
rsarka34/LoRaSONN
LoRaSONN: A Novel Self-Operational Neural Network Learning Framework for RF-Fingerprint Identification of LoRa Devices
rsarka34/MHSONN
A Novel Multi-Head Self-Organized Operational Neural Network Architecture for Chronic Obstructive Pulmonary Disease Detection Using Lung Sounds (IEEE TASLP-2024)
rsarka34/NPTEL-ML-DL-NOC24EE146
ML-DL codes for NPTEL ML-DL-NOC24EE146
rsarka34/Pulmo-TS2ONN
Pulmo-TS2ONN: A Novel Triple Scale Self Operational Neural Network for Pulmonary Disorder Detection Using Respiratory Sounds (IEEE TIM-2024)
rsarka34/RS-2-BP
RS-2-BP: A Unified Deep Learning Framework for Deriving EIT-Based Breathing Patterns from Respiratory Sounds (IEEE SPL-2024)