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Music Visualization using Convolutional Neural Network and Self-Organizing Map

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CNN_SOM

X JAPANの楽曲をConvolutional Neural Network(CNN)とSelf-Organizing Map(SOM)を用いて可視化する。

See Jupyter Notebook

環境

  • Python2.7
  • Caffe
  • R
  • SoX

CNNの学習

  • 音楽データセット:GTZAN Genre Collection

SOMで可視化

  • X JAPANの楽曲から、GTZAN学習済みCNNを用いて特徴ベクトルを生成し、それをSOMで可視化する

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Music Visualization using Convolutional Neural Network and Self-Organizing Map

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