camir-aes2014: reproduce_AES53rd/rerun_figure3/new

first hg version after svn

rev	line source
wolffd@0	1 function [mod] = new_rbm(hidNum,type)
wolffd@0	2 % computes a new RBM that can be used instead of the saved ones
wolffd@0	3
wolffd@0	4 conf.hidNum = hidNum;
wolffd@0	5 conf.eNum = 150;
wolffd@0	6 conf.bNum = 1;
wolffd@0	7 conf.gNum = 1;
wolffd@0	8 conf.N = 80;
wolffd@0	9 conf.MAX_INC = 10;
wolffd@0	10
wolffd@0	11 % use the specific parameters from the paper
wolffd@0	12 switch type
wolffd@0	13
wolffd@0	14 case 'svm'
wolffd@0	15 conf.params = [0.7 0.7 0.1 2.0e-5];
wolffd@0	16 case 'grad'
wolffd@0	17 conf.params = [0.05 0.1 0.1 2.0e-5];
wolffd@0	18 otherwise
wolffd@0	19 end
wolffd@0	20
wolffd@0	21 % load data
wolffd@0	22 feature_file = 'rel_music_raw_features+simdata_ISMIR12';
wolffd@0	23 vars = whos('-file', feature_file);
wolffd@0	24 A = load(feature_file,vars(1).name,vars(2).name,vars(3).name,vars(4).name);
wolffd@0	25 data = A.(vars(1).name);
wolffd@0	26 conf.sNum = size(data,1);
wolffd@0	27
wolffd@0	28 mod = struct();
wolffd@0	29 [mod.W_max{1} mod.vB_max{1} mod.hB_max{1}] = training_rbm(conf,zeros(0,0),feature_file);
wolffd@0	30

Mercurial > hg > camir-aes2014