Yohei Kawaguchi
Orcid: 0000-0002-2329-5441
According to our database1,
Yohei Kawaguchi
authored at least 77 papers
between 2009 and 2024.
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Bibliography
2024
Retrieval-Augmented Approach for Unsupervised Anomalous Sound Detection and Captioning without Model Training.
CoRR, 2024
End-to-End Integration of Speech Emotion Recognition with Voice Activity Detection using Self-Supervised Learning Features.
CoRR, 2024
CoRR, 2024
MIMII-Gen: Generative Modeling Approach for Simulated Evaluation of Anomalous Sound Detection System.
CoRR, 2024
CoRR, 2024
Stream-based Active Learning for Anomalous Sound Detection in Machine Condition Monitoring.
CoRR, 2024
Description and Discussion on DCASE 2024 Challenge Task 2: First-Shot Unsupervised Anomalous Sound Detection for Machine Condition Monitoring.
CoRR, 2024
Streaming Active Learning for Regression Problems Using Regression via Classification.
Proceedings of the IEEE International Conference on Acoustics, 2024
Proceedings of the 32nd European Signal Processing Conference, 2024
2023
Online Neural Diarization of Unlimited Numbers of Speakers Using Global and Local Attractors.
IEEE ACM Trans. Audio Speech Lang. Process., 2023
Description and Discussion on DCASE 2023 Challenge Task 2: First-Shot Unsupervised Anomalous Sound Detection for Machine Condition Monitoring.
CoRR, 2023
Proceedings of the 24th Annual Conference of the International Speech Communication Association, 2023
Proceedings of the 24th Annual Conference of the International Speech Communication Association, 2023
Zero-Shot Domain Adaptation of Anomalous Samples for Semi-Supervised Anomaly Detection.
Proceedings of the IEEE International Conference on Acoustics, 2023
2022
Description and Discussion on DCASE 2022 Challenge Task 2: Unsupervised Anomalous Sound Detection for Machine Condition Monitoring Applying Domain Generalization Techniques.
CoRR, 2022
MIMII DG: Sound Dataset for Malfunctioning Industrial Machine Investigation and Inspection for Domain Generalization Task.
CoRR, 2022
Proceedings of the 23rd Annual Conference of the International Speech Communication Association, 2022
Proceedings of the IEEE International Conference on Acoustics, 2022
Proceedings of the IEEE International Conference on Acoustics, 2022
Proceedings of the 30th European Signal Processing Conference, 2022
Proceedings of the 30th European Signal Processing Conference, 2022
Proceedings of the 30th European Signal Processing Conference, 2022
MIMII DG: Sound Dataset for Malfunctioning Industrial Machine Investigation and Inspection for Domain Ggeneralization Task.
Proceedings of the 7th Workshop on Detection and Classification of Acoustic Scenes and Events 2022, 2022
Description and Discussion on DCASE 2022 Challenge Task 2: Unsupervised Anomalous Sound Detection for Machine Condition Monitoring Applying Domain Generalization Techniques.
Proceedings of the 7th Workshop on Detection and Classification of Acoustic Scenes and Events 2022, 2022
2021
Description and Discussion on DCASE 2021 Challenge Task 2: Unsupervised Anomalous Sound Detection for Machine Condition Monitoring under Domain Shifted Conditions.
CoRR, 2021
MIMII Due: Sound Dataset for Malfunctioning Industrial Machine Investigation and Inspection with Domain Shifts Due to Changes in Operational and Environmental Conditions.
Proceedings of the IEEE Workshop on Applications of Signal Processing to Audio and Acoustics, 2021
Proceedings of the IEEE International Conference on Acoustics, 2021
Description and Discussion on DCASE 2021 Challenge Task 2: Unsupervised Anomalous Detection for Machine Condition Monitoring Under Domain Shifted Conditions.
Proceedings of the 6th Workshop on Detection and Classification of Acoustic Scenes and Events 2021 (DCASE 2021), 2021
Towards Neural Diarization for Unlimited Numbers of Speakers Using Global and Local Attractors.
Proceedings of the IEEE Automatic Speech Recognition and Understanding Workshop, 2021
2020
Proceedings of the 2020 IEEE International Conference on Acoustics, 2020
Deep Autoencoding GMM-Based Unsupervised Anomaly Detection in Acoustic Signals and its Hyper-Parameter Optimization.
Proceedings of 5th the Workshop on Detection and Classification of Acoustic Scenes and Events 2020 (DCASE 2020), 2020
Description and Discussion on DCASE2020 Challenge Task2: Unsupervised Anomalous Sound Detection for Machine Condition Monitoring.
Proceedings of 5th the Workshop on Detection and Classification of Acoustic Scenes and Events 2020 (DCASE 2020), 2020
2019
MIMII Dataset: Sound Dataset for Malfunctioning Industrial Machine Investigation and Inspection.
CoRR, 2019
Anomaly Detection Based on an Ensemble of Dereverberation and Anomalous Sound Extraction.
Proceedings of the IEEE International Conference on Acoustics, 2019
MIMII Dataset: Sound Dataset for Malfunctioning Industrial Machine Investigation and Inspection.
Proceedings of the Workshop on Detection and Classification of Acoustic Scenes and Events 2019 (DCASE 2019), 2019
Location-Independent Multi-Channel Acoustic Scene Classification Using Blind Dereverberation, Blind Source Separation, and Model Ensemble.
Proceedings of the 2019 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, 2019
2018
Proceedings of the 16th International Workshop on Acoustic Signal Enhancement, 2018
Fast Multichannel Nonnegative Matrix Factorization with Constraints on Active Source Candidates.
Proceedings of the 16th International Workshop on Acoustic Signal Enhancement, 2018
Independent Low-Rank Matrix Analysis Based on Multivariate Complex Exponential Power Distribution.
Proceedings of the 2018 IEEE International Conference on Acoustics, 2018
Proceedings of the 26th European Signal Processing Conference, 2018
2017
Proceedings of the 27th IEEE International Workshop on Machine Learning for Signal Processing, 2017
Proceedings of the 27th IEEE International Workshop on Machine Learning for Signal Processing, 2017
Separation of vibration-derived sound signals based on fusion processing of vibration sensors and microphones.
Proceedings of the 25th European Signal Processing Conference, 2017
Proceedings of the 25th European Signal Processing Conference, 2017
Proceedings of the 25th European Signal Processing Conference, 2017
Proceedings of the 2017 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, 2017
Proceedings of the 2017 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, 2017
Proceedings of the 2017 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, 2017
2016
Proceedings of the 2016 IEEE International Conference on Acoustics, 2016
Proceedings of the Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, 2016
2015
IEICE Trans. Fundam. Electron. Commun. Comput. Sci., 2015
Separation of Mass Spectra Based on Probabilistic Latent Component Analysis for Explosives Detection.
IEICE Trans. Fundam. Electron. Commun. Comput. Sci., 2015
Improvement of robustness to change of positive elements in boolean compressive sensing.
Proceedings of the 23rd European Signal Processing Conference, 2015
Unified ASR system using LGM-based source separation, noise-robust feature extraction, and word hypothesis selection.
Proceedings of the 2015 IEEE Workshop on Automatic Speech Recognition and Understanding, 2015
2014
Simultaneous Optimization of Acoustic Echo Reduction, Speech Dereverberation, and Noise Reduction against Mutual Interference.
IEEE ACM Trans. Audio Speech Lang. Process., 2014
Frequency domain acoustic echo reduction based on Kalman smoother with time-varying noise covariance matrix.
Proceedings of the IEEE International Conference on Acoustics, 2014
Information-based pool size control of Boolean compressive sensing for adaptive group testing.
Proceedings of the 22nd European Signal Processing Conference, 2014
2013
Optimized Speech Dereverberation From Probabilistic Perspective for Time Varying Acoustic Transfer Function.
IEEE Trans. Speech Audio Process., 2013
Multichannel Two-Stage Beamforming with Unconstrained Beamformer and Distortion Reduction.
IEICE Trans. Fundam. Electron. Commun. Comput. Sci., 2013
Proceedings of the IEEE International Conference on Acoustics, 2013
ICA-based acceleration of probabilistic latent component analysis for mass spectrometry-based explosives detection.
Proceedings of the IEEE International Conference on Acoustics, 2013
Mass spectra separation for explosives detection by using PLCA with an attenuation model.
Proceedings of the 21st European Signal Processing Conference, 2013
2012
Speech enhancement combined with dereverberation and acoustic echo reduction for time varying systems.
Proceedings of the IEEE Statistical Signal Processing Workshop, 2012
Online mvbf adaptation under diffuse noise environments with mimo based noise pre-filtering.
Proceedings of the 11th International Conference on Information Science, 2012
Multichannel speech dereverberation and separation with optimized combination of linear and non-linear filtering.
Proceedings of the 2012 IEEE International Conference on Acoustics, 2012
Mass spectra separation for explosives detection by using probabilistic latent component analysis.
Proceedings of the 2012 IEEE International Conference on Acoustics, 2012
Proceedings of the 20th European Signal Processing Conference, 2012
2010
Proceedings of the 11th Annual Conference of the International Speech Communication Association, 2010
Head orientation estimation of a speaker by utilizing kurtosis of a DOA histogram with restoration of distance effect.
Proceedings of the IEEE International Conference on Acoustics, 2010
Beamforming array technique with clustered multichannel noise covariance matrix for mechanical noise reduction.
Proceedings of the 18th European Signal Processing Conference, 2010
Proceedings of the 18th European Signal Processing Conference, 2010
Soft masking based adaptation for time-frequency beamformers under reverberant and background noise environments.
Proceedings of the 18th European Signal Processing Conference, 2010
2009
Subband nonstationary noise reduction based on multichannel spatial prediction under reverberant environments.
Proceedings of the IEEE International Conference on Acoustics, 2009
Subband beamformer combined with time-frequency ICA for extraction of target source under reverberant environments.
Proceedings of the 17th European Signal Processing Conference, 2009