Multichannel Sound Event Detection Using 3D Convolutional Neural Networks for Learning Inter-channel Features

29 Jan 2018Sharath AdavanneArchontis PolitisTuomas Virtanen

In this paper, we propose a stacked convolutional and recurrent neural network (CRNN) with a 3D convolutional neural network (CNN) in the first layer for the multichannel sound event detection (SED) task. The 3D CNN enables the network to simultaneously learn the inter- and intra-channel features from the input multichannel audio... (read more)

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