Description and Discussion on DCASE 2024 Challenge Task 2: First-Shot Unsupervised Anomalous Sound Detection for Machine Condition Monitoring.
Tomoya NishidaNoboru HaradaDaisuke NiizumiDavide AlbertiniRoberto SanninoSimone PradoliniFilippo AugustiKeisuke ImotoKota DohiHarsh PurohitTakashi EndoYohei KawaguchiPublished in: CoRR (2024)
Keyphrases
- condition monitoring
- anomaly detection
- detection algorithm
- vibration signal
- unsupervised learning
- fault detection
- object detection
- fault diagnosis
- shot change detection
- detecting anomalous
- shot boundary detection
- visual features
- supervised learning
- power transformers
- acoustic emission
- high level
- intrusion detection
- video shots
- video sequences
- key frames
- video segmentation
- video indexing
- nuclear power plant
- tool wear
- real time