Kota Dohi

Flow-Based Self-Supervised Density Estimation for Anomalous Sound Detection

2021

To develop a machine sound monitoring system, a method for detecting anomalous sound is proposed. Exact likelihood estimation using Normalizing Flows is a promising technique for unsupervised anomaly detection, but it can fail at out-of-distribution …