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 PurohitTakashi EndoMasaaki YamamotoYohei KawaguchiPublished in: CoRR (2022)
Keyphrases
- condition monitoring
- anomaly detection
- fault detection
- automatic detection
- domain specific
- detecting anomalous
- nuclear power plant
- vibration signal
- fault diagnosis
- power transformers
- detection rate
- learning machines
- false positives
- acoustic emission
- neural network
- detection algorithm
- formal representation
- supervised learning
- face detection
- intrusion detection
- unsupervised learning
- decision support system
- high level