📄 get_data.m
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%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% Copyright (c) by JV Stone, University of Sheffield.%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%function [sources,mixtures,A]=get_data(num_ip_vecs);% Get sources and mixtures.% Matlab5:Toolbox:matlab:datafun:% Jim_Stones_G3a:APPS:Matlab5:Toolbox:matlab:datafun:global demo_id;num_sources = 3;num_mixtures = num_sources;%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%sources=zeros(num_sources,num_ip_vecs);%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%if demo_id==1 % The files handel chirp and gong are standard matlab sound files that come with matlab. fprintf('Playing original sources signals ...\n'); load handel; sources(1,:)=y(1:num_ip_vecs)'; soundsc(sources(1,:)); pause(1); load chirp; sources(2,:)=y(1:num_ip_vecs)'; soundsc(sources(2,:)); pause(1); load gong; sources(3,:)=y(1:num_ip_vecs)'; soundsc(sources(3,:));end;%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%if demo_id==2% SUB-GAUSSIAN == SINEperiods=30;x=1:num_ip_vecs ; x=x/num_ip_vecs *2*pi*periods; s=sin(x);sources(2,:)=s;% SUPER-GAUSSIAN == a sound[y,rate,bits]=wavread('why.wav'); y=y(1:num_ip_vecs)';sources(1,:)=y;% GAUSSIAN == GAUSSs=randn(1,num_ip_vecs);s=sort(s);sources(3,:)=s;end; % demo1%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% Set each source to have zero-mean and unit variance.ss=sources;for i=1:num_sources s=ss(i,:); s=s-mean(s); s=s/std(s,1); ss(i,:)=s;end; sources=ss;for i=1:num_sources % soundsc(sources(i,:)); subplot(num_sources,1,i); plot(sources(i,:));end;sources=sources';% Make mixing matrix A.A = randn(num_mixtures,num_sources);mixtures=sources*A;%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
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