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IIT Patna
- Bihar, India
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10:01
- 5h30m ahead - https://sites.google.com/view/arka-roy/home
- prasanta.roy.56232938
- in/arka-roy-53a5aa171
- channel/UC5NvERQ-cqNlbnnXfx3BMEw
- https://orcid.org/0000-0003-4598-6996
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This repository contains the Python Hand-on codes and the lecture materials of the lve sessions taken by me nder SWAYAM-NPTEL platform
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NPTEL-ML-DL-NOC24EE146 Public
ML-DL codes for NPTEL ML-DL-NOC24EE146
Jupyter Notebook UpdatedJan 16, 2025 -
VGAResNet Public
VGAResNet: A Unified Visibility Graph Adjacency Matrix-Based Residual Network for Chronic Obstructive Pulmonary Disease Detection Using Lung Sounds
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RDLINet Public
RDLINet: A Novel Lightweight Inception Network for Respiratory Disease Classification Using Lung Sounds (IEEE TIM-2024)
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RS-2-BP Public
RS-2-BP: A Unified Deep Learning Framework for Deriving EIT-Based Breathing Patterns from Respiratory Sounds (IEEE SPL-2024)
transformers lstm residual-networks tomographic-images breathing-pattern lung-sound tomographic-reconstructionJupyter Notebook UpdatedOct 21, 2024 -
MHSONN Public
A Novel Multi-Head Self-Organized Operational Neural Network Architecture for Chronic Obstructive Pulmonary Disease Detection Using Lung Sounds (IEEE TASLP-2024)
Jupyter Notebook UpdatedOct 17, 2024 -
Pulmo-TS2ONN Public
Pulmo-TS2ONN: A Novel Triple Scale Self Operational Neural Network for Pulmonary Disorder Detection Using Respiratory Sounds (IEEE TIM-2024)
Jupyter Notebook UpdatedOct 15, 2024 -
AsthmaSCELNet-INTERSPEECH Public
AsthmaSCELNet: A Lightweight Supervised Contrastive Embedding Learning Framework For Asthma Classification Using Lung Sounds (INTERSPEECH 2024)
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LoRaSONN Public
LoRaSONN: A Novel Self-Operational Neural Network Learning Framework for RF-Fingerprint Identification of LoRa Devices
deep-learning internet-of-things classification radio-frequency lorawan neuralnetwork fingerprint-recognitionJupyter Notebook UpdatedOct 14, 2024 -
ILDNet Public
ILDNet: A Novel Deep Learning Framework for Interstitial Lung Disease Identification Using Respiratory Sounds (IEEE SPCOM-2024)
residual-learning crackle residual-neural-network ild disease-detection respiratory-sounds lung-sound-classificationMATLAB UpdatedSep 25, 2024 -
AsTFSONN Public
AsTFSONN: A Unified Framework Based on Time-Frequency Domain Self-Operational Neural Network for Asthmatic Lung Sound Classification (IEEE MeMeA-2024)
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COPD severity grading using lung sounds and machine learning