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Kota Dohi
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Description and discussion on DCASE 2021 challenge task 2: Unsupervised anomalous sound detection for machine condition monitoring under domain shifted conditions
Y Kawaguchi, K Imoto, Y Koizumi, N Harada, D Niizumi, K Dohi, ...
arXiv preprint arXiv:2106.04492, 2021
682021
MIMII DUE: Sound dataset for malfunctioning industrial machine investigation and inspection with domain shifts due to changes in operational and environmental conditions
R Tanabe, H Purohit, K Dohi, T Endo, Y Nikaido, T Nakamura, ...
2021 IEEE Workshop on Applications of Signal Processing to Audio and …, 2021
612021
Description and discussion on DCASE 2022 challenge task 2: Unsupervised anomalous sound detection for machine condition monitoring applying domain generalization techniques
K Dohi, K Imoto, N Harada, D Niizumi, Y Koizumi, T Nishida, H Purohit, ...
arXiv preprint arXiv:2206.05876, 2022
412022
MIMII DG: Sound dataset for malfunctioning industrial machine investigation and inspection for domain generalization task
K Dohi, T Nishida, H Purohit, R Tanabe, T Endo, M Yamamoto, Y Nikaido, ...
arXiv preprint arXiv:2205.13879, 2022
392022
Flow-based self-supervised density estimation for anomalous sound detection
K Dohi, T Endo, H Purohit, R Tanabe, Y Kawaguchi
ICASSP 2021-2021 IEEE International Conference on Acoustics, Speech and …, 2021
282021
Description and Discussion on DCASE 2021 Challenge Task 2: Unsupervised Anomalous Detection for Machine Condition Monitoring Under Domain Shifted Conditions.
Y Kawaguchi, K Imoto, Y Koizumi, N Harada, D Niizumi, K Dohi, ...
DCASE, 186-190, 2021
122021
Anomalous Sound Detection Based on Machine Activity Detection
T Nishida, K Dohi, T Endo, M Yamamoto, Y Kawaguchi
2022 30th European Signal Processing Conference (EUSIPCO), 269-273, 2022
32022
Disentangling physical parameters for anomalous sound detection under domain shifts
K Dohi, T Endo, Y Kawaguchi
2022 30th European Signal Processing Conference (EUSIPCO), 279-283, 2022
22022
CAPTDURE: Captioned Sound Dataset of Single Sources
Y Okamoto, K Shimonishi, K Imoto, K Dohi, S Horiguchi, Y Kawaguchi
arXiv preprint arXiv:2305.17758, 2023
2023
Anomalous Sound Detection Based on Sound Separation
K Shimonishi, K Dohi, Y Kawaguchi
arXiv preprint arXiv:2305.15859, 2023
2023
Description and Discussion on DCASE 2023 Challenge Task 2: First-Shot Unsupervised Anomalous Sound Detection for Machine Condition Monitoring
K Dohi, K Imoto, N Harada, D Niizumi, Y Koizumi, T Nishida, H Purohit, ...
arXiv preprint arXiv:2305.07828, 2023
2023
Abnormality Detection System and Abnormality Detection Method
D Kota, HP Purohit, R Tanabe, M Yamamoto, T Endo, Y Kawaguchi
US Patent App. 17/828,714, 2022
2022
Abnormality degree calculation system and abnormality degree calculation method
D Kota, T Endo, Y Kawaguchi
US Patent App. 17/590,464, 2022
2022
第 29 回技術開発賞
安川和希, 田邊亮, 末房佳小里, 遠藤隆, 土肥宏太, 西田智哉
日本音響学会誌 77 (8), 2021
2021
動的モード分解を用いた音響データの異常検知
土肥宏太, 武石直也, 矢入健久, 堀浩一
人工知能学会全国大会論文集 第 32 回 (2018), 1P202-1P202, 2018
2018
USING ARCFACE METRIC LEARNING FOR LOW-COMPLEXITY ACOUSTIC SCENE CLASSIFICATION
K Horváth, H Purohit, R Tanabe, K Dohi, T Endo, M Yamamoto, T Nishida, ...
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