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1 Re-Evaluation of the Scattering Transform
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2 Version 0.0.2
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3 October 2015
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4
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5 Contact: Francisco Rodríguez-Algarra (f.rodriguezalgarra@qmul.ac.uk)
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6
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7 * LICENSING AND ATTRIBUTION INFORMATION
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8
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9 Copyright (c) 2013 Stéphane Mallat, Laurent Sifre, Joakim Andén, Michel Kapoko, Edouard Oyallon, and Vincent Lostanlen.
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10 Copyright (c) 2015 Francisco Rodríguez-Algarra, and Bob L. Sturm.
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11
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12 For licensing information see the file named LICENSE.
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13
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14 This code is mainly based on the code provided with the following paper:
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15 J. Andén, and S. Mallat, "Deep Scattering Spectrum", IEEE Transactions on Signal Processing, vol. 62, pp. 4114-4128, 2014.
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16
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17 If you use this code, please cite the following paper:
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18 F. Rodríguez-Algarra and B. L. Sturm, "Re-Evaluating the Scattering Transform", in Proc. 16th International Society of Music Information Retrieval Conference (ISMIR'15), Málaga, Spain, Oct. 2015.
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19
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20 * USAGE
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21
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22 This code requires the following libraries:
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23 - ScatNet v0.2
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24 - Compact LIBSVM v0.1
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25 Both libraries can be obtained in: http://www.di.ens.fr/data/software/
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26
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27 It also requires the GTZAN music dataset, available at: http://opihi.cs.uvic.ca/sound/genres.tar.gz
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28
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29 In order to run the experiments, you first need to edit the file "load_files.m", modifying the values of the variables "scatnet_path", "libsvm_compact_path", and "gtzan_path" to point at the locations of the libraries and the dataset in your own system.
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30
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31 You can also modify the location where the results of the experiments will be stored changing the value of the "results_dir" variable.
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32
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33 Once the variables have been properly modified, to run the experiments simply execute the script "scatter_reeval.m" in Matlab, or call the shell script "scatter_reeval.sh" from a Unix terminal.
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34
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35
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