/DCASE2020_Task2_Solution-Anomaly_detection-

DCASE2020 Task2 Self-supervised learning solution

Primary LanguageJupyter Notebook

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 fig1

  • Generate anomaly sound fig2

  • Result(ROC-AUC) fig3

  • Visualization by Faster-Grad-CAM fig4

In preparation

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