A gradient reversal based disentanglement method added to a hierarchical metadata backbone improves anomalous sound detection under domain shift on the DCASE 2022 Task 2 development set.
Description and discussion on DCASE 2022 challenge task 2: Unsu- pervised anomalous sound detection for machine condition monitoring applying domain generalization techniques,
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Disentangling Hierarchical Features for Anomalous Sound Detection Under Domain Shift
A gradient reversal based disentanglement method added to a hierarchical metadata backbone improves anomalous sound detection under domain shift on the DCASE 2022 Task 2 development set.