f@2: % Modify the following variables to include the locations f@2: % of the libraries and the dataset in your own system f@2: f@2: scatnet_path = [pwd, '/../libraries/scatnet-0.2/']; f@2: libsvm_compact_path = [pwd, '/../libraries/libsvm-compact-0.1/']; f@2: f@2: gtzan_path = '/import/c4dm-datasets/gtzan/'; f@2: f@2: global results_dir; f@2: results_dir = [pwd, '/../results_reeval/']; f@2: f@2: % f@2: f@2: fprintf('\n**********\nAdding the necessary folders to Matlab path\n**********\n'); f@2: run([scatnet_path, 'addpath_scatnet.m']); f@2: addpath([libsvm_compact_path, 'matlab']); f@2: f@2: mfilepath=fileparts(which(mfilename)); f@2: addpath(fullfile(mfilepath,'reeval/experiments/')); f@2: addpath(fullfile(mfilepath,'reeval/folds/')); f@2: addpath(fullfile(mfilepath,'reeval/classification/')); f@2: addpath(fullfile(mfilepath,'reeval/features/')); f@2: f@2: fprintf('\n**********\nSTARTING TO RUN EXPERIMENTS\n**********\n'); f@2: f@2: global src; f@2: src = gtzan_src(gtzan_path); f@2: f@2: fprintf('\n**********\nFEATURE SET (a)\n**********\n'); f@2: fprintf('\n**********\nMFCC, T=740ms\n**********\n'); f@2: run_experiment('mfcc_740ms'); f@2: f@2: fprintf('\n**********\nFEATURE SET (b)\n**********\n'); f@2: fprintf('\n**********\nTime Scattering, l=1\n**********\n'); f@3: run_experiment('time_scat_l1'); f@2: f@2: fprintf('\n**********\nFEATURE SET (c)\n**********\n'); f@2: fprintf('\n**********\nTime Scattering, l=2\n**********\n'); f@3: run_experiment('time_scat_l2'); f@2: f@2: fprintf('\n**********\nFEATURE SET (d)\n**********\n'); f@2: fprintf('\n**********\nTime and Frequency Scattering, l=2\n**********\n'); f@3: run_experiment('time_freq_scat_l2'); f@2: f@2: fprintf('\n**********\nFEATURE SET (e)\n**********\n'); f@2: fprintf('\n**********\nTime and Frequency Scattering, l=2, Adaptive Q1\n**********\n'); f@3: run_experiment('time_freq_scat_l2_adap_q1'); f@2: f@2: fprintf('\n**********\nFEATURE SET (f)\n**********\n'); f@2: fprintf('\n**********\nTime Scattering, l=3\n**********\n') f@3: run_experiment('time_scat_l3'); f@2: f@2: quit;