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@noboru2000 noboru2000 released this 13 Jan 05:32
· 44 commits to main since this release
v2.0.1
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Learn about vigilant mode.

This version contains a bug fix on the decision threshold of anomaly scores on the previous release, v2.0.0.

This version is based on the official baseline v1.0.0 for the DCASE2023 Challenge Task 2.
This version further provides support for the legacy datasets used in DCASE2020, 2021, 2022, and 2023 as described in the following paper.

Noboru Harada, Daisuke Niizumi, Yasunori Ohishi, Daiki Takeuchi, and Masahiro Yasuda, “ToyADMOS2+: New ToyADMOS data and benchmark results of the First-shot anomalous sound detection baseline,” in Proc. The 8th Detection and Classification of Acoustic Scenes and Events 2023 Workshop (DCASE2023), Tampere, Finland, September 2023, pp. 41—45. URL
Kota Dohi, Keisuke Imoto, Noboru Harada, Daisuke Niizumi, Yuma Koizumi, Tomoya Nishida, Harsh Purohit, Ryo Tanabe, Takashi Endo, and Yohei Kawaguchi, "Description and Discussion on DCASE 2023 Challenge Task 2: First-Shot Unsupervised Anomalous Sound Detection for Machine Condition Monitoring," in arXiv-eprints: 2305.07828, 2023. URL
Noboru Harada, Daisuke Niizumi, Daiki Takeuchi, Yasunori Ohishi, Masahiro Yasuda, "First-Shot Anomaly Detection for Machine Condition Monitoring: A Domain Generalization Baseline," in arXiv e-prints: 2303.00455, 2023. URL

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