respiratory-sounds

There are 0 repository under respiratory-sounds topic.

raymin0223 / patch-mix_contrastive_learning
Patch-Mix Contrastive Learning with Audio Spectrogram Transformer on Respiratory Sound Classification (INTERSPEECH 2023)
audio-spectrogram-transformer contrastive-learning respiratory-sounds icbhi-dataset patch-mix
Language:Python 55
azarmehri / lung-sound-vggish
Implementation of IEEE Access paper - Lung Sound Recognition Algorithm Based on VGGish-BiGRU
vggish-network ieee-access-paper respiratory-sounds database
Language:Jupyter Notebook 25
K-GOKULAPPADURAI / RespireNet-Respiratory-Disease-Prediction-Web-Application-Using-Deep-Learning
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.
audio-processing deep-learning flask-application gunicorn-web-server keras-tensorflow librosa mfcc-features numpy python3 render-deployment respiratory-monitor respiratory-sounds tensorflow
Language:Python 7
rsarka34 / RDLINet
RDLINet: A Novel Lightweight Inception Network for Respiratory Disease Classification Using Lung Sounds
copd deep-learning inception-architecture lightweight-cnn lightweight-framework lung-sound lung-sound-classification respiratory-illnesses respiratory-sounds
Language:Python 4
rsarka34 / VGAResNet
VGAResNet: A Unified Visibility Graph Adjacency Matrix-Based Residual Network for Chronic Obstructive Pulmonary Disease Detection Using Lung Sounds
adjacency-matrix deep-learning graph-signal-processing lung-sound lung-sound-classification resnet respiratory-sounds signal signal-processing visibility-graph copd copd-patients discrete-fourier-transform filter matlab
Language:MATLAB 3
rsarka34 / AsTFSONN
AsTFSONN: A Unified Framework Based on Time-Frequency Domain Self-Operational Neural Network for Asthmatic Lung Sound Classification
asthma asthma-detection asthma-patients lung-sound lung-sound-classification respiratory-sounds memea2023 operational-neural-network fastonn self-onn
Language:Jupyter Notebook 1
rsarka34 / AsthmaSCELNet
AsthmaSCELNet: A Lightweight Supervised Contrastive Embedding Learning Framework For Asthma Classification Using Lung Sounds
asthma-detection asthma-patients contrastive-learning deep-learning inception interspeech2023 lung-sound machine-learning metric-learning representation-learning respiratory-sounds triplet-loss wheeze
Language:Python 1
rsarka34 / Automated-Severity-Detection-Of-Chronic-Obstructive-Pulmonary-Disease-Using-Lung-Sounds
COPD severity grading using lung sounds and machine learning
copd-patients lung-sound lung-sound-classification machine-learning respiratory-sounds t-test variational-mode-decomposition wheeze copd-classification copd-grading
Language:MATLAB 1
wentaoheunnc / MVST
[ICASSP 2024] Multi-View Spectrogram Transformer for Respiratory Sound Classification
respiratory-sounds signal-processing
Language:Python 1
SalmaSameh02 / Signal-Processing
Signal processing project repo
deep-learning pytorch respiratory-illnesses respiratory-sounds signal-processing inception-resnet-v3
Language:Jupyter Notebook