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Conference and Workshop Papers
- 2024
[c11]Kota Dohi, Yohei Kawaguchi:
Distributed Collaborative Anomalous Sound Detection by Embedding Sharing. EUSIPCO 2024: 91-95- [c10]Shota Horiguchi, Kota Dohi, Yohei Kawaguchi:
Streaming Active Learning for Regression Problems Using Regression via Classification. ICASSP 2024: 4955-4959 - 2023
- [c9]Yuki Okamoto, Kanta Shimonishi, Keisuke Imoto, Kota Dohi, Shota Horiguchi, Yohei Kawaguchi:
CAPTDURE: Captioned Sound Dataset of Single Sources. INTERSPEECH 2023: 1683-1687 - [c8]Kanta Shimonishi, Kota Dohi, Yohei Kawaguchi:
Anomalous Sound Detection Based on Sound Separation. INTERSPEECH 2023: 2733-2737 - 2022
- [c7]Kota Dohi, Keisuke Imoto, Noboru Harada, Daisuke Niizumi, Yuma Koizumi, Tomoya Nishida, Harsh Purohit, Ryo Tanabe, Takashi Endo, Masaaki Yamamoto, Yohei Kawaguchi:
Description and Discussion on DCASE 2022 Challenge Task 2: Unsupervised Anomalous Sound Detection for Machine Condition Monitoring Applying Domain Generalization Techniques. DCASE 2022 - [c6]Kota Dohi, Tomoya Nishida, Harsh Purohit, Ryo Tanabe, Takashi Endo, Masaaki Yamamoto, Yuki Nikaido, Yohei Kawaguchi:
MIMII DG: Sound Dataset for Malfunctioning Industrial Machine Investigation and Inspection for Domain Ggeneralization Task. DCASE 2022 - [c5]Tomoya Nishida, Kota Dohi, Takashi Endo, Masaaki Yamamoto, Yohei Kawaguchi:
Anomalous Sound Detection Based on Machine Activity Detection. EUSIPCO 2022: 269-273 - [c4]Kota Dohi, Takashi Endo, Yohei Kawaguchi:
Disentangling physical parameters for anomalous sound detection under domain shifts. EUSIPCO 2022: 279-283 - 2021
- [c3]Yohei Kawaguchi, Keisuke Imoto, Yuma Koizumi, Noboru Harada, Daisuke Niizumi, Kota Dohi, Ryo Tanabe, Harsh Purohit, Takashi Endo:
Description and Discussion on DCASE 2021 Challenge Task 2: Unsupervised Anomalous Detection for Machine Condition Monitoring Under Domain Shifted Conditions. DCASE 2021: 186-190 - [c2]Kota Dohi, Takashi Endo, Harsh Purohit, Ryo Tanabe, Yohei Kawaguchi:
Flow-Based Self-Supervised Density Estimation for Anomalous Sound Detection. ICASSP 2021: 336-340 - [c1]Ryo Tanabe, Harsh Purohit, Kota Dohi, Takashi Endo, Yuki Nikaido, Toshiki Nakamura, Yohei Kawaguchi:
MIMII Due: Sound Dataset for Malfunctioning Industrial Machine Investigation and Inspection with Domain Shifts Due to Changes in Operational and Environmental Conditions. WASPAA 2021: 21-25
Informal and Other Publications
- 2024
- [i18]Kota Dohi, Yohei Kawaguchi:
Distributed collaborative anomalous sound detection by embedding sharing. CoRR abs/2403.16610 (2024) - [i17]Tomoya Nishida, Noboru Harada, Daisuke Niizumi, Davide Albertini, Roberto Sannino, Simone Pradolini, Filippo Augusti, Keisuke Imoto, Kota Dohi, Harsh Purohit, Takashi Endo, Yohei Kawaguchi:
Description and Discussion on DCASE 2024 Challenge Task 2: First-Shot Unsupervised Anomalous Sound Detection for Machine Condition Monitoring. CoRR abs/2406.07250 (2024) - [i16]Tuan Vu Ho, Kota Dohi, Yohei Kawaguchi:
Stream-based Active Learning for Anomalous Sound Detection in Machine Condition Monitoring. CoRR abs/2408.05493 (2024) - [i15]Kota Dohi, Aoi Ito, Harsh Purohit, Tomoya Nishida, Takashi Endo, Yohei Kawaguchi:
Domain-Independent Automatic Generation of Descriptive Texts for Time-Series Data. CoRR abs/2409.16647 (2024) - [i14]Harsh Purohit, Tomoya Nishida, Kota Dohi, Takashi Endo, Yohei Kawaguchi:
MIMII-Gen: Generative Modeling Approach for Simulated Evaluation of Anomalous Sound Detection System. CoRR abs/2409.18542 (2024) - [i13]Ryotaro Nagase, Takashi Sumiyoshi, Natsuo Yamashita, Kota Dohi, Yohei Kawaguchi:
Can We Estimate Purchase Intention Based on Zero-shot Speech Emotion Recognition? CoRR abs/2410.09636 (2024) - [i12]Tomoya Nishida, Harsh Purohit, Kota Dohi, Takashi Endo, Yohei Kawaguchi:
Timbre Difference Capturing in Anomalous Sound Detection. CoRR abs/2410.22033 (2024) - 2023
- [i11]Kota Dohi, Keisuke Imoto, Noboru Harada
, Daisuke Niizumi, Yuma Koizumi, Tomoya Nishida, Harsh Purohit, Ryo Tanabe, Takashi Endo, Yohei Kawaguchi:
Description and Discussion on DCASE 2023 Challenge Task 2: First-Shot Unsupervised Anomalous Sound Detection for Machine Condition Monitoring. CoRR abs/2305.07828 (2023) - [i10]Kanta Shimonishi, Kota Dohi, Yohei Kawaguchi:
Anomalous Sound Detection Based on Sound Separation. CoRR abs/2305.15859 (2023) - [i9]Yuki Okamoto, Kanta Shimonishi, Keisuke Imoto, Kota Dohi, Shota Horiguchi, Yohei Kawaguchi:
CAPTDURE: Captioned Sound Dataset of Single Sources. CoRR abs/2305.17758 (2023) - [i8]Shota Horiguchi, Kota Dohi, Yohei Kawaguchi:
Streaming Active Learning for Regression Problems Using Regression via Classification. CoRR abs/2309.01013 (2023) - 2022
- [i7]Tomoya Nishida, Kota Dohi, Takashi Endo, Masaaki Yamamoto, Yohei Kawaguchi:
Anomalous Sound Detection Based on Machine Activity Detection. CoRR abs/2204.07353 (2022) - [i6]Kota Dohi, Tomoya Nishida, Harsh Purohit, Ryo Tanabe, Takashi Endo, Masaaki Yamamoto, Yuki Nikaido, Yohei Kawaguchi:
MIMII DG: Sound Dataset for Malfunctioning Industrial Machine Investigation and Inspection for Domain Generalization Task. CoRR abs/2205.13879 (2022) - [i5]Kota Dohi, Keisuke Imoto, Noboru Harada, Daisuke Niizumi, Yuma Koizumi, Tomoya Nishida, Harsh Purohit, Takashi Endo, Masaaki Yamamoto, Yohei Kawaguchi:
Description and Discussion on DCASE 2022 Challenge Task 2: Unsupervised Anomalous Sound Detection for Machine Condition Monitoring Applying Domain Generalization Techniques. CoRR abs/2206.05876 (2022) - 2021
- [i4]Kota Dohi, Takashi Endo, Harsh Purohit, Ryo Tanabe, Yohei Kawaguchi:
Flow-based Self-supervised Density Estimation for Anomalous Sound Detection. CoRR abs/2103.08801 (2021) - [i3]Ryo Tanabe, Harsh Purohit, Kota Dohi, Takashi Endo, Yuki Nikaido, Toshiki Nakamura, Yohei Kawaguchi:
MIMII DUE: Sound Dataset for Malfunctioning Industrial Machine Investigation and Inspection with Domain Shifts due to Changes in Operational and Environmental Conditions. CoRR abs/2105.02702 (2021) - [i2]Yohei Kawaguchi, Keisuke Imoto, Yuma Koizumi, Noboru Harada, Daisuke Niizumi, Kota Dohi, Ryo Tanabe, Harsh Purohit, Takashi Endo:
Description and Discussion on DCASE 2021 Challenge Task 2: Unsupervised Anomalous Sound Detection for Machine Condition Monitoring under Domain Shifted Conditions. CoRR abs/2106.04492 (2021) - [i1]Kota Dohi, Takashi Endo, Yohei Kawaguchi:
Disentangling Physical Parameters for Anomalous Sound Detection Under Domain Shifts. CoRR abs/2111.06539 (2021)
Coauthor Index
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