Using UMAP to Inspect Audio Data for Unsupervised Anomaly Detection under Domain-Shift Conditions

Andres Fernandez, Mark D. Plumbley

The goal of Unsupervised Anomaly Detection (UAD) is to detect anomalous signals under the condition that only non-anomalous (normal) data is available beforehand. In UAD under Doma…