Transformer-based autoencoder with ID constraint for unsupervised anomalous sound detection.
Jian GuanYoude LiuQiuqiang KongFeiyang XiaoQiaoxi ZhuJiantong TianWenwu WangPublished in: EURASIP J. Audio Speech Music. Process. (2023)
Keyphrases
- anomaly detection
- detection method
- detecting anomalous
- supervised learning
- detection accuracy
- false positives
- object detection
- unsupervised learning
- data driven
- anomalous behavior
- automatic detection
- power system
- detection rate
- semi supervised
- detection algorithm
- fuzzy logic
- probabilistic model
- false alarms
- intrusion detection
- novelty detection
- detection scheme
- objective function