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Tomoya Nishida
Tomoya Nishida
Verified email at hitachi.com
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Anomalous sound detection based on interpolation deep neural network
K Suefusa, T Nishida, H Purohit, R Tanabe, T Endo, Y Kawaguchi
ICASSP 2020-2020 IEEE International Conference on Acoustics, Speech and …, 2020
1742020
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
1312022
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
1192022
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
642023
MeshRIR: A dataset of room impulse responses on meshed grid points for evaluating sound field analysis and synthesis methods
S Koyama, T Nishida, K Kimura, T Abe, N Ueno, J Brunnström
2021 IEEE workshop on applications of signal processing to audio and …, 2021
432021
Description and Discussion on DCASE 2024 Challenge Task 2: First-Shot Unsupervised Anomalous Sound Detection for Machine Condition Monitoring
T Nishida, N Harada, D Niizumi, D Albertini, R Sannino, S Pradolini, ...
arXiv preprint arXiv:2406.07250, 2024
282024
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
132022
Region-restricted sensor placement based on Gaussian process for sound field estimation
T Nishida, N Ueno, S Koyama, H Saruwatari
IEEE Transactions on Signal Processing 70, 1718-1733, 2022
112022
Mutual-information-based sensor placement for spatial sound field recording
K Ariga, T Nishida, S Koyama, N Ueno, H Saruwatari
ICASSP 2020-2020 IEEE International Conference on Acoustics, Speech and …, 2020
102020
Fast semi-supervised anomaly detection of drivers’ behavior using online sequential extreme learning machine
H Oikawa, T Nishida, R Sakamoto, H Matsutani, M Kondo
2020 IEEE 23rd International Conference on Intelligent Transportation …, 2020
92020
Audio-change captioning to explain machine-sound anomalies
S Tsubaki, Y Kawaguchi, T Nishida, K Imoto, Y Okamoto, K Dohi, T Endo
Proceedings of the DCASE 2023 Workshop, 2023
72023
Sensor placement in arbitrarily restricted region for field estimation based on Gaussian process
T Nishida, N Ueno, S Koyama, H Saruwatari
2020 28th European Signal Processing Conference (EUSIPCO), 2289-2293, 2021
52021
Zero-Shot domain adaptation of anomalous samples for semi-supervised anomaly detection
T Nishida, T Endo, Y Kawaguchi
ICASSP 2023-2023 IEEE International Conference on Acoustics, Speech and …, 2023
22023
Audio-change captioning to explain machine-sound anomalies
STY Kawaguchi, T Nishida, K Imoto, Y Okamoto, K Dohi, T Endo
Proceedings of the DCASE 2023 Workshop, 2023
12023
Using ARCFACE Metric Learning For Low-Complexity Acoustic Scene Classification
K Horváth, H Purohit, R Tanabe, K Dohi, T Endo, M Yamamoto, T Nishida, ...
Detection and Classification of Acoustic Scenes and Events, 2021
12021
The absolute configuration of cervicarcin; application of the aromatic chrality method
S Marumo, N Harada, K Nakanishi, T Nishida
Journal of the Chemical Society D: Chemical Communications, 1693-1694, 1970
11970
Timbre Difference Capturing in Anomalous Sound Detection
T Nishida, H Purohit, K Dohi, T Endo, Y Kawaguchi
arXiv preprint arXiv:2410.22033, 2024
2024
Retrieval-Augmented Approach for Unsupervised Anomalous Sound Detection and Captioning without Model Training
R Ogura, T Nishida, Y Kawaguchi
arXiv preprint arXiv:2410.22056, 2024
2024
MIMII-Gen: Generative Modeling Approach for Simulated Evaluation of Anomalous Sound Detection System
H Purohit, T Nishida, K Dohi, T Endo, Y Kawaguchi
arXiv preprint arXiv:2409.18542, 2024
2024
Domain-Independent Automatic Generation of Descriptive Texts for Time-Series Data
K Dohi, A Ito, H Purohit, T Nishida, T Endo, Y Kawaguchi
arXiv preprint arXiv:2409.16647, 2024
2024
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