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並前往https://www.researchgate.net/publication/353450782_Using_UMAP_to_Inspect_Audio_Data_for_Unsupervised_Anomaly_Detection_under_Domain-Shift_Conditions

Using UMAP to Inspect Audio Data for Unsupervised Anomaly ...

imposed by the UMAP step. To overcome any issues related to high. data volume and dimensionality, LOF and/or KNN-based methods.

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