DCASE2020 Task2(anomaly detection) 15th Solution

This is DCASE2020 Task2 Self-Supervised Learning solution (technical report).
The competition rules is here. This competition is anomaly detection problem in machine sound.

Proposed method

• Architecture

• Generate anomaly sound

• Result(ROC-AUC)

• Visualization by Faster-Grad-CAM

In preparation

• ~~Jupyter nootbook: coming soon...~~ complete
• ~~Pre-trained model: comming soon...~~ complete
• ~~Visualization by Grad-CAM: comming soon...~~ complete
• ~~arxiv paper: comming soon...~~