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Ibuki Kuroyanagi

2 accepted papers

2025

Improvements of Discriminative Feature Space Training for Anomalous Sound Detection in Unlabeled Conditions

ICASSP 2025accepted

In anomalous sound detection, the discriminative method has demonstrated superior performance. This approach constructs a discriminative feature space through the classification of the meta-information labels for normal sounds. This feature space reflects the differences in machine sounds and effect…

Cited by 13SourceScholar
2022

Self-Supervised Learning Method Using Multiple Sampling Strategies for General-Purpose Audio Representation

ICASSP 2022accepted

We propose a self-supervised learning method using multiple sampling strategies to obtain general-purpose audio representation. Multiple sampling strategies are used in the proposed method to construct contrastive losses from different perspectives and learn representations based on them. In this st…

Cited by 0SourceScholar