semi-supervised-JEM

Code for "Joint Energy-based Model for Semi-supervised Respiratory Sound Classification: A Method of Insensitive to Distribution Mismatch"

JEM_official.py:the proposed semi-supervosed JEM-based method, under ICBHI official splitting

JEM_5fold.py:the proposed semi-supervosed JEM-based method, under 5-fold cross-validation

downstream.py:the downstream classifier for AD and DAE

baseline.py:the fully supervised baseline model

Name		Name	Last commit message	Last commit date
Latest commit History 9 Commits
dataset		dataset
.gitignore		.gitignore
AdversarialAutoencoder .py		AdversarialAutoencoder .py
Autoencoder.py		Autoencoder.py
DenoiseAutoencoder.py		DenoiseAutoencoder.py
EKA-based.py		EKA-based.py
FixMatch.py		FixMatch.py
GAN.py		GAN.py
JEM_5fold.py		JEM_5fold.py
JEM_official.py		JEM_official.py
KNN-based.py		KNN-based.py
MeanTeacher.py		MeanTeacher.py
MixMatch.py		MixMatch.py
Pi-Model.py		Pi-Model.py
README.md		README.md
ReMixMatch.py		ReMixMatch.py
Self-training.py		Self-training.py
SpectrumCorrection.py		SpectrumCorrection.py
SpectrumCorrection_5fold.py		SpectrumCorrection_5fold.py
TemporalEnsembling.py		TemporalEnsembling.py
Tri_training.py		Tri_training.py
VariationalAutoencoder.py		VariationalAutoencoder.py
baseline.py		baseline.py
complete_boxplots_official.png		complete_boxplots_official.png
complete_boxplots_under_cross-validation.png		complete_boxplots_under_cross-validation.png
downstream.py		downstream.py

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