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Keisuke Imoto
Keisuke Imoto
Verified email at mail.doshisha.ac.jp - Homepage
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ToyADMOS: A dataset of miniature-machine operating sounds for anomalous sound detection
Y Koizumi, S Saito, H Uematsu, N Harada, K Imoto
2019 IEEE Workshop on Applications of Signal Processing to Audio and …, 2019
1162019
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, ...
Detection and Classification of Acoustic Scenes and Events (DCASE) Workshop …, 2020
1042020
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
532021
Introduction to Acoustic Event and Scene Analysis
K Imoto
Acoustical Science and Technology 39 (3), 182-188, 2018
352018
Spatial cepstrum as a spatial feature using a distributed microphone array for acoustic scene analysis
K Imoto, N Ono
IEEE/ACM Transactions on Audio, Speech and Language Processing (TASLP) 25 (6 …, 2017
322017
Acoustic scene analysis based on hierarchical generative model of acoustic event sequence
K Imoto, S Shimauchi
IEICE TRANSACTIONS on Information and Systems 99 (10), 2539-2549, 2016
282016
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
272022
User Activity Estimation Method Based on Probabilistic Generative Model of Acoustic Event Sequence with User Activity and Its Subordinate Categories
K Imoto, S Shimauchi, H Uematsu, H Ohmuro
International Conference on Spoken Language Processing (Interspeech 2013), 2013
272013
Joint Acoustic and Class Inference for Weakly Supervised Sound Event Detection
S Kothinti, K Imoto, D Chakrabarty, G Sell, S Watanabe, M Elhilali
2019 IEEE International Conference on Acoustics, Speech and Signal …, 2019
252019
Joint Acoustic and Class Inference for Weakly Supervised Sound Event Detection
S Kothinti, K Imoto, D Chakrabarty, G Sell, S Watanabe, M Elhilali
Technical report of task 4 of DCASE Challenge 2018, 2018
252018
Sound event detection by multitask learning of sound events and scenes with soft scene labels
K Imoto, N Tonami, Y Koizumi, M Yasuda, R Yamanishi, Y Yamashita
ICASSP 2020-2020 IEEE International Conference on Acoustics, Speech and …, 2020
242020
Acoustic scene analysis based on latent acoustic topic and event allocation
K Imoto, Y Ohishi, H Uematsu, H Ohmuro
2013 IEEE international workshop on machine learning for signal processing …, 2013
242013
Joint analysis of acoustic events and scenes based on multitask learning
N Tonami, K Imoto, M Niitsuma, R Yamanishi, Y Yamashita
2019 IEEE Workshop on Applications of Signal Processing to Audio and …, 2019
202019
Acoustic Topic Model for Scene Analysis with Intermittently Missing Observations
K Imoto, N Ono
IEEE/ACM Transactions on Audio, Speech and Language Processing (TASLP) 27 (2 …, 2019
172019
Impact of sound duration and inactive frames on sound event detection performance
K Imoto, S Mishima, Y Arai, R Kondo
ICASSP 2021-2021 IEEE International Conference on Acoustics, Speech and …, 2021
142021
Sound event localization based on sound intensity vector refined by DNN-based denoising and source separation
M Yasuda, Y Koizumi, S Saito, H Uematsu, K Imoto
ICASSP 2020-2020 IEEE International Conference on Acoustics, Speech and …, 2020
142020
Sound event detection using graph Laplacian regularization based on event co-occurrence
K Imoto, S Kyochi
ICASSP 2019-2019 IEEE International Conference on Acoustics, Speech and …, 2019
122019
Acoustic scene analysis from acoustic event sequence with intermittent missing event
K Imoto, N Ono
2015 IEEE International Conference on Acoustics, Speech and Signal …, 2015
122015
Spatial-feature-based acoustic scene analysis using distributed microphone array
K Imoto, N Ono
2015 23rd European Signal Processing Conference (EUSIPCO), 734-738, 2015
112015
音響イベントと音響シーンの分析
井本桂右
日本音響学会誌 74 (4), 198-207, 2018
92018
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