Outlier Exposure-Based Anomalous Sound Detection Using Deep Learning

D Abdelhady, Y Abdelrahman… - … on Intelligent Computing …, 2023 - ieeexplore.ieee.org
Automatic Anomalous Sound Detection (ASD) systems play an important role nowadays.
The objective is to automatically determine whether a machine, such as a slider, is making a …

Time Stretching and Pitch Shifting for Anomalous Sound Detection in Fan Sound Signal using MobileNetV2

N Amer, H Othman - 2023 Eleventh International Conference …, 2023 - ieeexplore.ieee.org
Anomalous sound detection means the ability to identify between normal and anomalous
sounds specifically within the context of sound produced by a fan machine. This capability is …

Enhancing Domain Generalization for Unsupervised Anomalous Sound Detection Through Domain Classification Loss Integration

YA Khadragy, HHA Othman - 2023 2nd International …, 2023 - ieeexplore.ieee.org
Machine condition monitoring is a task of high practical relevance in various industries, as
early detection of potential equipment malfunctions can reduce downtime of machinery …