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Relative Mismatch: Local-Reference Calibration of Feature-Space Flows for Anomalous Sound Detection

Jiang, Anbai et al.
arXiv (All) · Papers
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Anomalous sound detection (ASD) has long been dominated by k-nearest-neighbor (KNN) based detectors, which essentially perform implicit likelihood estimation over normal samples. In this work, we investigate whether generative models can better serve this role. We propose Relative Mismatch, a genera
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