Kota Dohi

Flow-Based Self-Supervised Density Estimation for Anomalous Sound Detection

Kota Dohi, Takashi Endo, Harsh Purohit et al. · 2021 · 85 citations

Aeroacoustics, Anomaly Detection, Machine Learning +17

MIMII Due: Sound Dataset for Malfunctioning Industrial Machine Investigation and Inspection with Domain Shifts Due to Changes in Operational and Environmental Conditions

Ryo Tanabe, Harsh Purohit, Kota Dohi et al. · 2021 · 49 citations

Anomaly Detection, Engineering, Industrial Engineering +23

Description and Discussion on DCASE 2021 Challenge Task 2: Unsupervised Anomalous Sound Detection for Machine Condition Monitoring under Domain Shifted Conditions

Yohei Kawaguchi, Keisuke Imoto, Yuma Koizumi et al. · arXiv (Cornell University) · 2021 · 34 citations · Full text

Anomaly Detection, Machine Learning, Engineering +19

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 et al. · arXiv (Cornell University) · 2022 · 27 citations · Full text

Dcase 2022, Anomaly Detection, Machine Learning +23

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

Kota Dohi, Tomoya Nishida, Harsh Purohit et al. · arXiv (Cornell University) · 2022 · 22 citations · Full text

Engineering, Machine Learning, Generalization Techniques +25