MIMII DG: Sound Dataset for Malfunctioning Industrial Machine
Investigation and Inspection for Domain Generalization Task

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MIMII DG: Sound Dataset for Malfunctioning Industrial Machine Investigation and Inspection for Domain Generalization Task

27 May 2022

Masaaki Yamamoto

Yohei Kawaguchi

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Papers citing "MIMII DG: Sound Dataset for Malfunctioning Industrial Machine Investigation and Inspection for Domain Generalization Task"

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Title
Serial-OE: Anomalous sound detection based on serial method with outlier exposure capable of using small amounts of anomalous data for training Ibuki Kuroyanagi Tomoki Hayashi K. Takeda Tomoki Toda 49 1 0 25 May 2025
Description and Discussion on DCASE 2024 Challenge Task 2: First-Shot Unsupervised Anomalous Sound Detection for Machine Condition Monitoring Tomoya Nishida Noboru Harada Daisuke Niizumi Davide Albertini Roberto Sannino ... Keisuke Imoto Kota Dohi Harsh Purohit Takashi Endo Yohei Kawaguchi 63 13 0 11 Jun 2024
F1-EV Score: Measuring the Likelihood of Estimating a Good Decision Threshold for Semi-Supervised Anomaly Detection Kevin Wilkinghoff Keisuke Imoto 121 0 0 14 Dec 2023
Description and Discussion on DCASE 2023 Challenge Task 2: First-Shot Unsupervised Anomalous Sound Detection for Machine Condition Monitoring Kota Dohi Keisuke Imoto Noboru Harada Daisuke Niizumi Yuma Koizumi Tomoya Nishida Harsh Purohit Ryo Tanabe Takashi Endo Yohei Kawaguchi 65 42 0 13 May 2023
First-shot anomaly sound detection for machine condition monitoring: A domain generalization baseline Noboru Harada Daisuke Niizumi Yasunori Ohishi Daiki Takeuchi Masahiro Yasuda 140 33 0 01 Mar 2023
Domain Shift-oriented Machine Anomalous Sound Detection Model Based on Self-Supervised Learning Jinghao Yan Xin Wang Qin Wang Qin Qin Huan Li Pengyi Ye Yue-ping He Jing Zeng 87 1 0 31 Aug 2022
Description and Discussion on DCASE 2022 Challenge Task 2: Unsupervised Anomalous Sound Detection for Machine Condition Monitoring Applying Domain Generalization Techniques Kota Dohi Keisuke Imoto Noboru Harada Daisuke Niizumi Yuma Koizumi Tomoya Nishida Harsh Purohit Takashi Endo Masaaki Yamamoto Yohei Kawaguchi 91 89 0 13 Jun 2022