Process monitoring technologies play a key role in maintaining the steady state of industrial
processes. However, with the increasing complexity of modern industrial processes …

Mechanical fault diagnosis is one of the important technologies in the fourth industrial
revolution. In recent years, mechanical fault diagnosis based on audio signal analysis …

With the development of multi-modal man-machine interaction, audio signal analysis is
gaining importance in a field traditionally dominated by video. In particular, anomalous …

Extreme edge devices or Internet-of-Things (IoT) nodes require both ultra-low power (ULP)
always-on (AON) processing as well as the ability to do on-demand sampling and …

Abstract Development of intelligent systems with the pursuit of detecting abnormal events in
real world and in real time is challenging due to difficult environmental conditions, hardware …

The risk of incurring a road traffic crash has increased year by year. Studies show that lack of
attention during driving is one of the major causes of traffic accidents. In this work, in order to …

In industrial applications, the early detection of malfunctioning factory machinery is crucial. In
this paper, we consider acoustic malfunction detection via transfer learning. Contrary to the …

With the emergence of new digital technologies, a significant surge has been seen in the
volume of multimedia data generated from various smart devices. Several challenges for …

Anomalous sound detection (ASD) is the task of identifying whether the sound emitted from
an object is normal or anomalous. In some cases, early detection of this anomaly can …

Manufacturing wound rotor synchronous machines (WRSMs) for electric vehicle traction
systems necessitates rigorous quality inspection to ensure optimal product performance and …