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05/28/2023
CAPTDURE: Captioned Sound Dataset of Single Sources
In conventional studies on environmental sound separation and synthesis ...
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05/25/2023
Anomalous Sound Detection Based on Sound Separation
This paper proposes an unsupervised anomalous sound detection method usi...
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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...
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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...
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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...
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04/15/2022
Anomalous Sound Detection Based on Machine Activity Detection
We have developed an unsupervised anomalous sound detection method for m...
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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...
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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...
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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 ...
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03/16/2021