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4. Sound Event Detection Via Dilated Convolutional Recurrent Neural Networks

Sound Event Detection Via Dilated Convolutional Recurrent Neural Networks

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IEEE ICASSP 2020 Virtual Conference May 2020

Convolutional recurrent neural networks (CRNNs) have achieved state-of-the-art performance for sound event detection (SED). In this paper, we propose to use a dilated CRNN, namely a CRNN with a dilated convolutional kernel, as the classifier for the task

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Sound Event Detection Via Dilated Convolutional Recurrent Neural Networks

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Convolutional recurrent neural networks (CRNNs) have achieved state-of-the-art performance for sound event detection (SED). In this paper, we propose to use a dilated CRNN, namely a CRNN with a dilated convolutional kernel, as the classifier for the task