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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…