PerMix: Anomalous sound detection by predicting the perturbation ratio of mixed samples

Jihoon Choi, Jung-Woo Choi

In anomalous sound detection based on self-supervised learning, the performance of the detection model largely depends on the selection of the pretext task through which the charac…