Patch-Mix Contrastive Learning with Audio Spectrogram Transformer on Respiratory Sound Classification (INTERSPEECH 2023)
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Dec 5, 2024 - Python
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respiratory-sounds
Here are 14 public repositories matching this topic...
Implementation of IEEE Access paper - Lung Sound Recognition Algorithm Based on VGGish-BiGRU
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Feb 1, 2020 - Jupyter Notebook
RespireNet is an innovative web-based application that harnesses the capabilities of deep learning and Mel-frequency cepstral coefficients (MFCC) as a feature extraction technique for accurate respiratory disease prediction. The primary objective of this user-friendly web application is to facilitate early detection.
deep-learning tensorflow numpy python3 flask-application librosa audio-processing keras-tensorflow gunicorn-web-server mfcc-features respiratory-monitor respiratory-sounds render-deployment
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Aug 2, 2023 - Python
RDLINet: A Novel Lightweight Inception Network for Respiratory Disease Classification Using Lung Sounds (IEEE TIM-2024)
deep-learning lightweight-framework inception-architecture copd lightweight-cnn respiratory-sounds respiratory-illnesses lung-sound-classification lung-sound icbhi17 icbhi-dataset
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Oct 21, 2024 - Jupyter Notebook
[ICASSP 2024] Multi-View Spectrogram Transformer for Respiratory Sound Classification
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Apr 10, 2024 - Python
VGAResNet: A Unified Visibility Graph Adjacency Matrix-Based Residual Network for Chronic Obstructive Pulmonary Disease Detection Using Lung Sounds
deep-learning signal-processing matlab filter signal resnet visibility-graph adjacency-matrix graph-signal-processing discrete-fourier-transform copd respiratory-sounds lung-sound-classification lung-sound copd-patients
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Jun 7, 2024 - MATLAB
AsthmaSCELNet: A Lightweight Supervised Contrastive Embedding Learning Framework For Asthma Classification Using Lung Sounds (INTERSPEECH 2024)
machine-learning deep-learning metric-learning inception representation-learning triplet-loss respiratory-sounds contrastive-learning lung-sound asthma-patients asthma-detection interspeech2023 wheeze
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Oct 15, 2024 - Python
AsTFSONN: A Unified Framework Based on Time-Frequency Domain Self-Operational Neural Network for Asthmatic Lung Sound Classification (IEEE MeMeA-2024)
asthma respiratory-sounds lung-sound-classification lung-sound asthma-patients asthma-detection icbhi17 icbhi-dataset memea2023 operational-neural-network fastonn self-onn cwlsd-dataset
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Sep 25, 2024 - Jupyter Notebook
COPD severity grading using lung sounds and machine learning
machine-learning t-test respiratory-sounds lung-sound-classification lung-sound copd-patients variational-mode-decomposition wheeze copd-classification copd-grading
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Apr 15, 2024 - MATLAB
Signal processing project repo
deep-learning signal-processing pytorch respiratory-sounds respiratory-illnesses inception-resnet-v3
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Dec 26, 2024 - Jupyter Notebook
Respiratory Sound Dataset is a refined collection of respiratory sound recordings sourced from Kaggle, designed for machine learning applications focused on detecting lung conditions such as wheezes and crackles. The dataset includes high-quality audio files, annotations, and metadata, making it suitable for research in respiratory health.
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Oct 4, 2024
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-classification interstitial-lung-disease sinc-cnn icbhi-score bracets-dataset
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Sep 25, 2024 - MATLAB
A Novel Multi-Head Self-Organized Operational Neural Network Architecture for Chronic Obstructive Pulmonary Disease Detection Using Lung Sounds (IEEE TASLP-2024)
copd respiratory-sounds lung-sound-classification lung-sound icbhi17 icbhi-dataset wheeze fastonn copd-classification cwlsd-dataset
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Oct 17, 2024 - Jupyter Notebook
Pulmo-TS2ONN: A Novel Triple Scale Self Operational Neural Network for Pulmonary Disorder Detection Using Respiratory Sounds (IEEE TIM-2024)
asthma pneumonia-detection copd respiratory-sounds lung-sound-classification lung-sound icbhi17 icbhi-dataset pulmonary-disease
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Oct 15, 2024 - Jupyter Notebook
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