16 citations · 48 across the 9 of their papers we have counts for
3 papers · 1 filter
Adaptive Noise Resilient Keyword Spotting Using One-Shot Learning
Luciano Sebastian Martinez-Rau, Quynh Nguyen Phuong Vu, Yuxuan Zhang +2
Keyword spotting (KWS) is a key component of smart devices, enabling efficient and intuitive audio interaction. However, standard KWS systems deployed on embedded devices often suf…
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…
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…