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ISCASTEAM/Sequencing-the-musical-sections

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Diectory

source code                     *.ipynb
pre-trained model          ./model
base_line source code    ./baseline

File

*net.ipynb                        the netowrok architecture of model
*loss.ipynb                       the loss curves of model
*dataloader.ipynb          the dataloader of model
*testAccuracy.ipynb       the accuracy of model conducted on 3-piece fragments

Others

Different_SongParts_Test.ipynb        the accuracy of model conducted on multi-piece fragements
Experiment_Visualization.ipynb        exact features and 2d-visualization


we have presented a novel triplet Siamese network dubbed as triple-wise similarity with recurrent neural network (TSN-R) for learning sequential patterns in a self- supervised way.

we reveal the reasons for the good performance of TSN-R network through the 2d-visualization of features.

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Oral presentation @ IJCNN 2019

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