Automatic detection of mechanical failure is an essential technology in the fourth industrial revolution. which involves artificial-intelligence-based factory automation. The primary challenge in encoder-based machine sound anomaly detection lies in ensuring high-quality reconstruction of feature maps. as this directly impacts the precise definition of reconstruction error thresholds ... https://www.ngetikin.com/