1. Convolutional Neural Networks Applied to Classification of Sound Events in Smart Cars: Feature and Transfer Learning

   1. • M.Sc. Project Supervisor [Spring Semester 2018]

      • Aalborg University, Denmark

2. Deep Learning for Sound Event Detection

   1. • M.Sc. Project Supervisor [Fall Semester 2018]

      • Aalborg University, Denmark

3. Acoustic Scene Classification [March 2016 – June 2016]

   1. • Sensifai company, Belgium

Mink often fight in the cages which typically causes serious injuries to them. To reduce the risk of injury and consequently to provide a better living environment, it is important to detect when and where they start fighting to be able to intervene and detach them in early stages. Screaming is one of the important indicators for beginning of a battle between mink. In this project, we used audio signals captured from different locations of the cages to detect and locate mink screaming in the noisy environments applying Bayesian nonparametric methods.