Rare Sound Event Detection Using 1 D Convolutional Recurrent Neural Networks

@inproceedings{Lim2017RareSE,
  title={Rare Sound Event Detection Using 1 D Convolutional Recurrent Neural Networks},
  author={Hyungui Lim and Jeongsoo Park and Kyogu Lee and Yoonchang Han},
  year={2017}
}
Rare sound event detection is a newly proposed task in IEEE DCASE 2017 to identify the presence of monophonic sound event that is classified as an emergency and to detect the onset time of the event. In this paper, we introduce a rare sound event detection system using combination of 1D convolutional neural network (1D ConvNet) and recurrent neural network… CONTINUE READING