Yohei Kawaguchi

Orcid: 0000-0002-2329-5441

According to our database1, Yohei Kawaguchi authored at least 69 papers between 2009 and 2024.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
Distributed collaborative anomalous sound detection by embedding sharing.
CoRR, 2024

2023
Online Neural Diarization of Unlimited Numbers of Speakers Using Global and Local Attractors.
IEEE ACM Trans. Audio Speech Lang. Process., 2023

Streaming Active Learning for Regression Problems Using Regression via Classification.
CoRR, 2023

CAPTDURE: Captioned Sound Dataset of Single Sources.
CoRR, 2023

Anomalous Sound Detection Based on Sound Separation.
CoRR, 2023

Description and Discussion on DCASE 2023 Challenge Task 2: First-Shot Unsupervised Anomalous Sound Detection for Machine Condition Monitoring.
CoRR, 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

Online Neural Diarization of Unlimited Numbers of Speakers.
CoRR, 2022

MIMII DG: Sound Dataset for Malfunctioning Industrial Machine Investigation and Inspection for Domain Generalization Task.
CoRR, 2022

Updating Only Encoders Prevents Catastrophic Forgetting of End-to-End ASR Models.
Proceedings of the Interspeech 2022, 2022

Environmental Sound Extraction Using Onomatopoeic Words.
Proceedings of the IEEE International Conference on Acoustics, 2022

Multi-Channel End-To-End Neural Diarization with Distributed Microphones.
Proceedings of the IEEE International Conference on Acoustics, 2022

Hierarchical Conditional Variational Autoencoder Based Acoustic Anomaly Detection.
Proceedings of the 30th European Signal Processing Conference, 2022

Anomalous Sound Detection Based on Machine Activity Detection.
Proceedings of the 30th European Signal Processing Conference, 2022

Disentangling physical parameters for anomalous sound detection under domain shifts.
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
Environmental Sound Extraction Using Onomatopoeia.
CoRR, 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

Flow-Based Self-Supervised Density Estimation for Anomalous Sound Detection.
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
Anomalous Sound Detection Based on Interpolation Deep Neural Network.
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
Non-Negative Novelty Extraction: A New Non-Negativity Constraint for NMF.
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

Anomaly Detection Based on Feature Reconstruction from Subsampled Audio Signals.
Proceedings of the 26th European Signal Processing Conference, 2018

2017
How can we detect anomalies from subsampled audio signals?
Proceedings of the 27th IEEE International Workshop on Machine Learning for Signal Processing, 2017

Local Gaussian model with source-set constraints in audio source separation.
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

ADMM-based audio reconstruction for low-cost-sound-monitoring.
Proceedings of the 25th European Signal Processing Conference, 2017

Independent vector analysis with frequency range division and prior switching.
Proceedings of the 25th European Signal Processing Conference, 2017

An application of noise-robust speech translation using asynchronous smart devices.
Proceedings of the 2017 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, 2017

Time-domain subsampling and reconstruction for microphone array.
Proceedings of the 2017 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, 2017

Sub-Nyquist non-uniform sampling for low-cost sound monitoring.
Proceedings of the 2017 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, 2017

2016
Adaptive Boolean compressive sensing by using multi-armed bandit.
Proceedings of the 2016 IEEE International Conference on Acoustics, 2016

Adaptive boolean compressive sensing by sequential pool-design.
Proceedings of the Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, 2016

2015
Mass Spectra Separation for Explosives Detection by Using an Attenuation Model.
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

Noise robust speech dereverberation with Kalman smoother.
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

Conversation clustering based on PLCA using within-cluster sparsity constraints.
Proceedings of the 20th European Signal Processing Conference, 2012

2010
Turn taking-based conversation detection by using DOA estimation.
Proceedings of the INTERSPEECH 2010, 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

A two-stage multichannel acoustic noise reduction under reverberant environments.
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


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