Search Results for author: Ibuki Kuroyanagi

Found 1 papers, 0 papers with code

Anomalous Sound Detection Using a Binary Classification Model and Class Centroids

no code implementations11 Jun 2021 Ibuki Kuroyanagi, Tomoki Hayashi, Kazuya Takeda, Tomoki Toda

Our results showed that multi-task learning using binary classification and metric learning to consider the distance from each class centroid in the feature space is effective, and performance can be significantly improved by using even a small amount of anomalous data during training.

Binary Classification Classification +2

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