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Yohei Kawaguchi
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MIMII Dataset: Sound dataset for malfunctioning industrial machine investigation and inspection
H Purohit, R Tanabe, K Ichige, T Endo, Y Nikaido, K Suefusa, ...
arXiv preprint arXiv:1909.09347, 2019
2992019
Description and discussion on DCASE2020 challenge task2: Unsupervised anomalous sound detection for machine condition monitoring
Y Koizumi, Y Kawaguchi, K Imoto, T Nakamura, Y Nikaido, R Tanabe, ...
arXiv preprint arXiv:2006.05822, 2020
1982020
Face Recognition-based Lecture Attendance System
Y Kawaguchi, T Shoji, WJ Lin, K Kakusho, M Minoh
The 3rd AEARU Workshop on Network Education, PP.65-69, 2005
1372005
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
1282020
Sound monitoring system for sound field selection based on stored microphone data
M Togami, Y Kawaguchi
US Patent 8,682,675, 2014
892014
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
842022
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
832022
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
802021
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
742021
Optimized speech dereverberation from probabilistic perspective for time varying acoustic transfer function
M Togami, Y Kawaguchi, R Takeda, Y Obuchi, N Nukaga
IEEE Transactions on Audio, Speech, and Language Processing 21 (7), 1369-1380, 2013
682013
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
562021
How can we detect anomalies from subsampled audio signals?
Y Kawaguchi, T Endo
2017 IEEE 27th International Workshop on Machine Learning for Signal …, 2017
562017
Anomaly detection based on an ensemble of dereverberation and anomalous sound extraction
Y Kawaguchi, R Tanabe, T Endo, K Ichige, K Hamada
ICASSP 2019-2019 IEEE International Conference on Acoustics, Speech and …, 2019
442019
High‐throughput walkthrough detection portal for counter terrorism: detection of triacetone triperoxide (TATP) vapor by atmospheric‐pressure chemical ionization ion trap mass …
Y Takada, H Nagano, Y Suzuki, M Sugiyama, E Nakajima, Y Hashimoto, ...
Rapid Communications in Mass Spectrometry 25 (17), 2448-2452, 2011
372011
Towards neural diarization for unlimited numbers of speakers using global and local attractors
S Horiguchi, S Watanabe, P García, Y Xue, Y Takashima, Y Kawaguchi
2021 IEEE Automatic Speech Recognition and Understanding Workshop (ASRU), 98-105, 2021
332021
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
302021
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
282023
Multichannel acoustic scene classification by blind dereverberation, blind source separation, data augmentation, and model ensembling
R Tanabe, T Endo, Y Nikaido, T Ichige, P Nguyen, Y Kawaguchi, ...
DCASE 2018 Challenge, 2018
282018
Noise robust speech dereverberation with Kalman smoother
M Togami, Y Kawaguchi
2013 IEEE International Conference on Acoustics, Speech and Signal …, 2013
242013
Deep autoencoding GMM-based unsupervised anomaly detection in acoustic signals and its hyper-parameter optimization
H Purohit, R Tanabe, T Endo, K Suefusa, Y Nikaido, Y Kawaguchi
arXiv preprint arXiv:2009.12042, 2020
222020
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