Description and Discussion on DCASE 2022 Challenge Task 2: Unsupervised Anomalous Sound Detection for Machine Condition Monitoring Applying Domain Generalization Techniques.
Kota DohiKeisuke ImotoNoboru HaradaDaisuke NiizumiYuma KoizumiTomoya NishidaHarsh PurohitRyo TanabeTakashi EndoMasaaki YamamotoYohei KawaguchiPublished in: DCASE (2022)
Keyphrases
- condition monitoring
- anomaly detection
- fault detection
- vibration signal
- fault diagnosis
- object detection
- detection rate
- domain specific
- automatic detection
- detecting anomalous
- learning machines
- false positives
- image processing
- detection algorithm
- supervised learning
- formal representation
- neural network
- power transformers
- nuclear power plant
- real time
- detection method