Self-supervised Complex Network for Machine Sound Anomaly Detection

Miseul Kim, Minh Tri Ho, Hong-Goo Kang

In this paper, we propose an anomaly detection algorithm for machine sounds with a deep complex network trained by self-supervision. Using the fact that phase continuity informatio…