Name
Title | ||
|---|---|---|
MIMII Due: Sound Dataset for Malfunctioning Industrial Machine Investigation and Inspection with Domain Shifts Due to Changes in Operational and Environmental Conditions |
Abstract | ||
|---|---|---|
In this paper, we introduce MIMII DUE, a new dataset for malfunctioning industrial machine investigation and inspection with domain shifts due to changes in operational and environmental conditions. Conventional methods for anomalous sound detection face practical challenges because the distribution of features changes between the training and operational phases (called domain shift) due to variou... |
Year | DOI | Venue |
|---|---|---|
2021 | 10.1109/WASPAA52581.2021.9632802 | 2021 IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA) |
Keywords | DocType | ISSN |
Training,Conferences,Inspection,Signal processing,Feature extraction,Robustness,Acoustics | Conference | 1931-1168 |
ISBN | Citations | PageRank |
978-1-6654-4870-3 | 6 | 0.66 |
References | Authors | |
0 | 7 | |
Name | Order | Citations | PageRank |
|---|---|---|---|
| Ryo Tanabe | 1 | 14 | 4.78 |
| Purohit, H. | 2 | 13 | 3.76 |
| Kota Dohi | 3 | 9 | 1.85 |
| Takashi Endo | 4 | 29 | 7.78 |
| Yuki Nikaido | 5 | 6 | 0.66 |
| Toshiki Nakamura | 6 | 7 | 3.41 |
| Yohei Kawaguchi | 7 | 25 | 9.48 |