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1 % Modify the following variables to include the locations
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2 % of the libraries and the dataset in your own system
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3 scatnet_path = [pwd, '/../libraries/scatnet-0.2/'];
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4 libsvm_compact_path = [pwd, '/../libraries/libsvm-compact-0.1/'];
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5 global gtzan_path;
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6 gtzan_path = '/import/c4dm-datasets/gtzan/';
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7 global results_dir;
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8 results_dir = [pwd, '/results/'];
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9 %
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10
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11 fprintf('\n**********\nAdding the necessary folders to Matlab path\n**********\n');
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12 run([scatnet_path, 'addpath_scatnet.m']);
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13 addpath([libsvm_compact_path, 'matlab']);
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14
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15 mfilepath=fileparts(which(mfilename));
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16 addpath(fullfile(mfilepath,'dss/experiments/'));
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17 addpath(fullfile(mfilepath,'dss/folds/'));
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18 addpath(fullfile(mfilepath,'dss/classification/'));
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19
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20 fprintf('\n**********\nSTARTING TO RUN EXPERIMENTS\n**********\n');
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21 cd dss;
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22
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23 global src;
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24 src = gtzan_src(gtzan_path);
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25
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26 fprintf('\n**********\nFEATURE SET (a)\n**********\n');
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27 fprintf('\n**********\nMFCC, T=740ms\n**********\n');
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28 exp_mfcc_740ms;
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29 fprintf('\n**********\nFEATURE SET (b)\n**********\n');
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30 fprintf('\n**********\nTime Scattering, l=1\n**********\n');
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31 exp_time_scat_l1;
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32 fprintf('\n**********\nFEATURE SET (c)\n**********\n');
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33 fprintf('\n**********\nTime Scattering, l=2\n**********\n');
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34 exp_time_scat_l2;
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35 fprintf('\n**********\nFEATURE SET (d)\n**********\n');
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36 fprintf('\n**********\nTime and Frequency Scattering, l=2\n**********\n');
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37 exp_time_freq_scat_l2;
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38 fprintf('\n**********\nFEATURE SET (e)\n**********\n');
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39 fprintf('\n**********\nTime and Frequency Scattering, l=2, Adaptive Q1\n**********\n');
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40 exp_time_freq_scat_l2_adap_q1;
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41 fprintf('\n**********\nFEATURE SET (f)\n**********\n');
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42 fprintf('\n**********\nTime Scattering, l=3\n**********\n')
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43 exp_time_scat_l3;
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44
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45 quit;
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46
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