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Tomoya Nishida
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2020 – today
- 2024
- [i12]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) - [i11]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) - [i10]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) - [i9]Tomoya Nishida, Harsh Purohit, Kota Dohi, Takashi Endo, Yohei Kawaguchi:
Timbre Difference Capturing in Anomalous Sound Detection. CoRR abs/2410.22033 (2024) - [i8]Ryoya Ogura, Tomoya Nishida, Yohei Kawaguchi:
Retrieval-Augmented Approach for Unsupervised Anomalous Sound Detection and Captioning without Model Training. CoRR abs/2410.22056 (2024) - 2023
- [c9]Tomoya Nishida, Takashi Endo, Yohei Kawaguchi:
Zero-Shot Domain Adaptation of Anomalous Samples for Semi-Supervised Anomaly Detection. ICASSP 2023: 1-5 - [i7]Tomoya Nishida, Takashi Endo, Yohei Kawaguchi:
Zero-shot domain adaptation of anomalous samples for semi-supervised anomaly detection. CoRR abs/2304.02221 (2023) - [i6]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) - 2022
- [j1]Tomoya Nishida
Region-Restricted Sensor Placement Based on Gaussian Process for Sound Field Estimation. IEEE Trans. Signal Process. 70: 1718-1733 (2022) - [c8]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 - [c7]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 - [c6]Tomoya Nishida, Kota Dohi, Takashi Endo, Masaaki Yamamoto, Yohei Kawaguchi:
Anomalous Sound Detection Based on Machine Activity Detection. EUSIPCO 2022: 269-273 - [i5]Tomoya Nishida, Kota Dohi, Takashi Endo, Masaaki Yamamoto, Yohei Kawaguchi:
Anomalous Sound Detection Based on Machine Activity Detection. CoRR abs/2204.07353 (2022) - [i4]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) - [i3]Kota Dohi, Keisuke Imoto, Noboru Harada
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
- [c5]Shoichi Koyama, Tomoya Nishida, Keisuke Kimura, Takumi Abe, Natsuki Ueno, Jesper Brunnström:
MESHRIR: A Dataset of Room Impulse Responses on Meshed Grid Points for Evaluating Sound Field Analysis and Synthesis Methods. WASPAA 2021: 1-5 - [i2]Shoichi Koyama, Tomoya Nishida, Keisuke Kimura, Takumi Abe, Natsuki Ueno, Jesper Brunnström:
MeshRIR: A Dataset of Room Impulse Responses on Meshed Grid Points For Evaluating Sound Field Analysis and Synthesis Methods. CoRR abs/2106.10801 (2021) - 2020
- [c4]Tomoya Nishida, Natsuki Ueno, Shoichi Koyama, Hiroshi Saruwatari:
Sensor placement in arbitrarily restricted region for field estimation based on Gaussian process. EUSIPCO 2020: 2289-2293 - [c3]Kentaro Ariga, Tomoya Nishida, Shoichi Koyama, Natsuki Ueno, Hiroshi Saruwatari:
Mutual-Information-Based Sensor Placement for Spatial Sound Field Recording. ICASSP 2020: 166-170 - [c2]Kaori Suefusa, Tomoya Nishida, Harsh Purohit, Ryo Tanabe, Takashi Endo, Yohei Kawaguchi:
Anomalous Sound Detection Based on Interpolation Deep Neural Network. ICASSP 2020: 271-275 - [c1]Hiroki Oikawa, Tomoya Nishida, Ryuichi Sakamoto, Hiroki Matsutani, Masaaki Kondo:
Fast Semi-Supervised Anomaly Detection of Drivers' Behavior using Online Sequential Extreme Learning Machine. ITSC 2020: 1-8 - [i1]Kaori Suefusa, Tomoya Nishida, Harsh Purohit, Ryo Tanabe, Takashi Endo, Yohei Kawaguchi:
Anomalous sound detection based on interpolation deep neural network. CoRR abs/2005.09234 (2020)
Coauthor Index
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