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Unsupervised Anomaly Detection In Sound

1 papers with code · Methodology
Subtask of Anomaly Detection

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Unsupervised Detection of Anomalous Sound based on Deep Learning and the Neyman-Pearson Lemma

22 Oct 2018lifesailor/data-driven-predictive-maintenance

To calculate the TPR in the objective function, we consider that the set of anomalous sounds is the complementary set of normal sounds and simulate anomalous sounds by using a rejection sampling algorithm.

UNSUPERVISED ANOMALY DETECTION UNSUPERVISED ANOMALY DETECTION IN SOUND