Harsh Purohit

MIMII Dataset: Sound Dataset for Malfunctioning Industrial Machine Investigation and Inspection

Harsh Purohit, Ryo Tanabe, Takeshi Ichige et al. · 2019 · 335 citations · Full text

Anomalous Sound Detection Based on Interpolation Deep Neural Network

Kaori Suefusa, Tomoya Nishida, Harsh Purohit et al. · 2020 · 157 citations

Anomaly Detection, Machine Learning, Anomalous Detection +18

Description and Discussion on DCASE2020 Challenge Task2: Unsupervised Anomalous Sound Detection for Machine Condition Monitoring

Yuma Koizumi, Yohei Kawaguchi, Keisuke Imoto et al. · arXiv (Cornell University) · 2020 · 104 citations · Full text

Anomaly Detection, Machine Learning, Engineering +20

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