Pretraining Respiratory Sound Representations using Metadata and Contrastive Learning

Benchmark Model Rank Results
audio-classification-on-icbhiCNN6 (+metadata)#14ICBHI Score: 58.04
audio-classification-on-icbhiCNN6#15ICBHI Score: 57.55Specificity: 75.95
audio-classification-on-icbhiCNN6 (scratch)#17ICBHI Score: 54.74Sensitivity: 33.84Specificity: 75.35
audio-classification-on-icbhiCNN6 (+metadata)#21Sensitivity: 39.15Specificity: 76.93