Convolutional Neural Networks with Binaural Representations and Background Subtraction for Acoustic Scene Classification

@inproceedings{Han2017ConvolutionalNN,
  title={Convolutional Neural Networks with Binaural Representations and Background Subtraction for Acoustic Scene Classification},
  author={Yoonchang Han and Jeongsoo Park and K. Lee},
  year={2017}
}
In this paper, we demonstrate how we applied convolutional neural network for DCASE 2017 task 1, acoustic scene classification. We propose a variety of preprocessing methods that emphasise different acoustic characteristics such as binaural representations, harmonicpercussive source separation, and background subtraction. We also present a network structure designed for paired input to make the most of the spatial information contained in the stereo. The experimental results show that the… CONTINUE READING
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