Unsupervised Anomaly Detection In Sound

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Most implemented papers

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

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

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.