• Deep Neural Networks for Sound Event Detection 

      Cakir, Emre
      Tampere University Dissertations : 12 (Tampere University, 2019)
      The objective of this thesis is to develop novel classification and feature learning techniques for the task of sound event detection (SED) in real-world environments. Throughout their lives, humans experience a consistent ...
    • Multilabel Sound Event Classification with Neural Networks 

      Cakir, Emre (2014)
      There are multiple sound events simultaneously occuring in a real-life audio recording collected e.g. at a busy street in rush hour. The events may include traffic noise, sound of rain, people talking etc. The humans are ...