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Music Classification

2 papers with code · Music

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Convolutional Recurrent Neural Networks for Music Classification

14 Sep 2016keunwoochoi/music-auto_tagging-keras

We introduce a convolutional recurrent neural network (CRNN) for music tagging. CRNNs take advantage of convolutional neural networks (CNNs) for local feature extraction and recurrent neural networks for temporal summarisation of the extracted features.


Transfer learning for music classification and regression tasks

27 Mar 2017keunwoochoi/transfer_learning_music

In this paper, we present a transfer learning approach for music classification and regression tasks. We propose to use a pre-trained convnet feature, a concatenated feature vector using the activations of feature maps of multiple layers in a trained convolutional network.