3 papers
cs.SD2022
An artificial neural network-based system for detecting machine failures using tiny sound data: A case study
Thanh Tran, Sebastian Bader, Jan Lundgren
In an effort to advocate the research for a deep learning-based machine failure detection system, we present a case study of our proposed system based on a tiny sound dataset. Our…
cs.SD2022
Denoising Induction Motor Sounds Using an Autoencoder
Thanh Tran, Sebastian Bader, Jan Lundgren
Denoising is the process of removing noise from sound signals while improving the quality and adequacy of the sound signals. Denoising sound has many applications in speech process…
cs.SD2021
Detecting Drill Failure in the Small Short-sound Drill Dataset
Thanh Tran, Nhat Truong Pham, Jan Lundgren
Monitoring the conditions of machines is vital in the manufacturing industry. Early detection of faulty components in machines for stopping and repairing the failed components can…