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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
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4 scatnet_path = [pwd, '/../libraries/scatnet-0.2/'];
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5 libsvm_compact_path = [pwd, '/../libraries/libsvm-compact-0.1/'];
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6
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7 gtzan_path = '/import/c4dm-datasets/gtzan/';
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8
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9 global results_dir;
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10 results_dir = [pwd, '/../results_reeval/'];
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11
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12 %
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13
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14 fprintf('\n**********\nAdding the necessary folders to Matlab path\n**********\n');
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15 run([scatnet_path, 'addpath_scatnet.m']);
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16 addpath([libsvm_compact_path, 'matlab']);
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17
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18 mfilepath=fileparts(which(mfilename));
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19 addpath(fullfile(mfilepath,'reeval/experiments/'));
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20 addpath(fullfile(mfilepath,'reeval/folds/'));
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21 addpath(fullfile(mfilepath,'reeval/classification/'));
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22 addpath(fullfile(mfilepath,'reeval/features/'));
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23
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24 fprintf('\n**********\nSTARTING TO RUN EXPERIMENTS\n**********\n');
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25
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26 global src;
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27 src = gtzan_src(gtzan_path);
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28
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29 fprintf('\n**********\nFEATURE SET (a)\n**********\n');
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30 fprintf('\n**********\nMFCC, T=740ms\n**********\n');
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31 run_experiment('mfcc_740ms');
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32
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33 fprintf('\n**********\nFEATURE SET (b)\n**********\n');
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34 fprintf('\n**********\nTime Scattering, l=1\n**********\n');
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35 run_experiment('time_scat_l1');
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36
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37 fprintf('\n**********\nFEATURE SET (c)\n**********\n');
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38 fprintf('\n**********\nTime Scattering, l=2\n**********\n');
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39 run_experiment('time_scat_l2');
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40
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41 fprintf('\n**********\nFEATURE SET (d)\n**********\n');
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42 fprintf('\n**********\nTime and Frequency Scattering, l=2\n**********\n');
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43 run_experiment('time_freq_scat_l2');
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44
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45 fprintf('\n**********\nFEATURE SET (e)\n**********\n');
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46 fprintf('\n**********\nTime and Frequency Scattering, l=2, Adaptive Q1\n**********\n');
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47 run_experiment('time_freq_scat_l2_adap_q1');
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48
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49 fprintf('\n**********\nFEATURE SET (f)\n**********\n');
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50 fprintf('\n**********\nTime Scattering, l=3\n**********\n')
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51 run_experiment('time_scat_l3');
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52
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53 quit;
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