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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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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...
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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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06/21/2021
MeshRIR: A Dataset of Room Impulse Responses on Meshed Grid Points For Evaluating Sound Field Analysis and Synthesis Methods
A new impulse response (IR) dataset called "MeshRIR" is introduced. Curr...
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05/19/2020