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Keisuke Imoto
Keisuke Imoto
Verified email at mail.doshisha.ac.jp - Homepage
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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
2142020
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
2132019
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, ...
Detection and Classification of Acoustic Scenes and Events (DCASE) Workshop …, 2021
113*2021
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
912022
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
532020
Introduction to Acoustic Event and Scene Analysis
K Imoto
Acoustical Science and Technology 39 (3), 182-188, 2018
442018
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
412017
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
362016
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
342023
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
332019
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
312019
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
312018
Foley sound synthesis at the dcase 2023 challenge
K Choi, J Im, L Heller, B Mcfee, K Imoto, Y Okamoto, M Lagrange, ...
arXiv preprint arXiv:2304.12521, 2023
302023
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
292020
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
292013
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
272013
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
252021
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
222019
Joint analysis of sound events and acoustic scenes using multitask learning
N Tonami, K Imoto, R Yamanishi, Y Yamashita
IEICE TRANSACTIONS on Information and Systems 104 (2), 294-301, 2021
162021
Onoma-to-wave: Environmental sound synthesis from onomatopoeic words
Y Okamoto, K Imoto, S Takamichi, R Yamanishi, T Fukumori, Y Yamashita
APSIPA Transactions on Signal and Information Processing 11 (1), 2022
152022
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