Yohei Kawaguchi | DeepAI

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∙ 05/28/2023

CAPTDURE: Captioned Sound Dataset of Single Sources

In conventional studies on environmental sound separation and synthesis ...

0 Yuki Okamoto, et al. ∙

∙ 05/25/2023

Anomalous Sound Detection Based on Sound Separation

This paper proposes an unsupervised anomalous sound detection method usi...

0 Kanta Shimonishi, et al. ∙

∙ 05/13/2023

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

We present the task description of the Detection and Classification of A...

0 Kota Dohi, et al. ∙

∙ 04/05/2023

Zero-shot domain adaptation of anomalous samples for semi-supervised anomaly detection

Semi-supervised anomaly detection (SSAD) is a task where normal data and...

0 Tomoya Nishida, et al. ∙

∙ 06/13/2022

Description and Discussion on DCASE 2022 Challenge Task 2: Unsupervised Anomalous Sound Detection for Machine Condition Monitoring Applying Domain Generalization Techniques

We present the task description of the Detection and Classification of A...

10 Kota Dohi, et al. ∙

∙ 06/11/2022

Hierarchical Conditional Variational Autoencoder Based Acoustic Anomaly Detection

This paper aims to develop an acoustic signal-based unsupervised anomaly...

0 Harsh Purohit, et al. ∙

∙ 06/06/2022

Online Neural Diarization of Unlimited Numbers of Speakers

A method to perform offline and online speaker diarization for an unlimi...

0 Shota Horiguchi, et al. ∙

∙ 05/27/2022

MIMII DG: Sound Dataset for Malfunctioning Industrial Machine Investigation and Inspection for Domain Generalization Task

We present a machine sound dataset to benchmark domain generalization te...

0 Kota Dohi, et al. ∙

∙ 04/15/2022

Anomalous Sound Detection Based on Machine Activity Detection

We have developed an unsupervised anomalous sound detection method for m...

0 Tomoya Nishida, et al. ∙

∙ 12/01/2021

Environmental Sound Extraction Using Onomatopoeia

Onomatopoeia, which is a character sequence that phonetically imitates a...

5 Yuki Okamoto, et al. ∙

∙ 11/12/2021

Disentangling Physical Parameters for Anomalous Sound Detection Under Domain Shifts

To develop a sound-monitoring system for machines, a method for detectin...

0 Kota Dohi, et al. ∙

∙ 10/10/2021

Multi-Channel End-to-End Neural Diarization with Distributed Microphones

Recent progress on end-to-end neural diarization (EEND) has enabled over...

0 Shota Horiguchi, et al. ∙

∙ 07/04/2021

Towards Neural Diarization for Unlimited Numbers of Speakers Using Global and Local Attractors

Attractor-based end-to-end diarization is achieving comparable accuracy ...

0 Shota Horiguchi, et al. ∙

∙ 06/08/2021

Description and Discussion on DCASE 2021 Challenge Task 2: Unsupervised Anomalous Sound Detection for Machine Condition Monitoring under Domain Shifted Conditions

We present the task description and discussion on the results of the DCA...

1 Yohei Kawaguchi, et al. ∙

∙ 05/06/2021

MIMII DUE: Sound Dataset for Malfunctioning Industrial Machine Investigation and Inspection with Domain Shifts due to Changes in Operational and Environmental Conditions

In this paper, we introduce a new dataset for malfunctioning industrial ...

0 Ryo Tanabe, et al. ∙

∙ 03/16/2021

Flow-based Self-supervised Density Estimation for Anomalous Sound Detection

To develop a machine sound monitoring system, a method for detecting ano...

0 Kota Dohi, et al. ∙

∙ 09/25/2020

Deep Autoencoding GMM-based Unsupervised Anomaly Detection in Acoustic Signals and its Hyper-parameter Optimization

Failures or breakdowns in factory machinery can be costly to companies, ...

27 Harsh Purohit, et al. ∙

∙ 06/10/2020

Description and Discussion on DCASE2020 Challenge Task2: Unsupervised Anomalous Sound Detection for Machine Condition Monitoring

This paper presents the details of the DCASE 2020 Challenge Task 2; Unsu...

0 Yuma Koizumi, et al. ∙

∙ 05/19/2020

Anomalous sound detection based on interpolation deep neural network

As the labor force decreases, the demand for labor-saving automatic anom...

0 Kaori Suefusa, et al. ∙

∙ 09/20/2019

MIMII Dataset: Sound Dataset for Malfunctioning Industrial Machine Investigation and Inspection

Factory machinery is prone to failure or breakdown, resulting in signifi...

0 Harsh Purohit, et al. ∙

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