annotate toolboxes/FullBNT-1.0.7/KPMtools/logsum.m @ 0:e9a9cd732c1e tip

first hg version after svn
author wolffd
date Tue, 10 Feb 2015 15:05:51 +0000
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wolffd@0 1 function y=logsum(x,d)
wolffd@0 2 %LOGSUM logsum(x,d)=log(sum(exp(x),d))
wolffd@0 3 % d gives dimension to sum along
wolffd@0 4
wolffd@0 5 % Copyright (C) Mike Brookes 1998
wolffd@0 6 %
wolffd@0 7 % Last modified Mon Oct 12 15:47:25 1998
wolffd@0 8 %
wolffd@0 9 % VOICEBOX is a MATLAB toolbox for speech processing. Home page is at
wolffd@0 10 % http://www.ee.ic.ac.uk/hp/staff/dmb/voicebox/voicebox.html
wolffd@0 11 %
wolffd@0 12
wolffd@0 13 if nargin==1
wolffd@0 14 d=[find(size(x)-1) 1];
wolffd@0 15 d=d(1);
wolffd@0 16 end
wolffd@0 17 n=size(x,d);
wolffd@0 18 if n<=1, y=x; return; end
wolffd@0 19 s=size(x);
wolffd@0 20 p=[d:ndims(x) 1:d-1];
wolffd@0 21 z=reshape(permute(x,p),n,prod(s)/n);
wolffd@0 22
wolffd@0 23 y=max(z);
wolffd@0 24 y=y+log(sum(exp(z-y(ones(n,1),:))));
wolffd@0 25
wolffd@0 26 s(d)=1;
wolffd@0 27 y=ipermute(reshape(y,s(p)),p);
wolffd@0 28