📄 lpcrr2am.m
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function [am,em]=lpcrr2am(rr);
%LPCRR2AM Convert autocorrelation coefs to ar coef matrix [AM,EM]=(RR)
%AM is a 3-dimensional matrix of size (p+1,p+1,nf) where p is the lpc order
%and nf the number of frames.
%The matrix AM(:,:,*) is upper triangular with 1's on the main diagonal
%and contains the lpc coefficients for all orders from p down to 0.
%
%For lpc order p+1-r, AM(r,r:p+1,*), AM(p+1:-1:r,p+1,*) and EM(*,r) contain
%the lpc coefficients, reflection coefficients and the residual energy respectively.
%
%If A=am(:,:,*), R=toeplitz(rr(*,:)) and E=diag(em(*,:)), then
% A*R*A'=E; inv(R)=A'*(1/E)*A; A*R is lower triangular with the same diagonal as E
%
% This routine is equivalent to: c=chol(inv(toeplitz(rr))); d=diag(c).^-1; em=d.^2; am=diag(d)*c
% Copyright (C) Mike Brookes 1997
%
% Last modified Fri Dec 3 16:16:20 1999
%
% VOICEBOX is a MATLAB toolbox for speech processing. Home page is at
% http://www.ee.ic.ac.uk/hp/staff/dmb/voicebox/voicebox.html
%
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
% This program is free software; you can redistribute it and/or modify
% it under the terms of the GNU General Public License as published by
% the Free Software Foundation; either version 2 of the License, or
% (at your option) any later version.
%
% This program is distributed in the hope that it will be useful,
% but WITHOUT ANY WARRANTY; without even the implied warranty of
% MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
% GNU General Public License for more details.
%
% You can obtain a copy of the GNU General Public License from
% ftp://prep.ai.mit.edu/pub/gnu/COPYING-2.0 or by writing to
% Free Software Foundation, Inc.,675 Mass Ave, Cambridge, MA 02139, USA.
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
[nf,p1]=size(rr);
p=p1-1;
p2=p1+1;
am=zeros(nf,p1,p1);
em=zeros(nf,p1);
am(:,p1,p1)=1;
em(:,p1)=rr(:,1);
ar=ones(nf,p1);
ar(:,2) = -rr(:,2)./rr(:,1);
e = rr(:,1).*(ar(:,2).^2-1);
for n = 2:p
q=p2-n;
em(:,q)=-e;
am(:,q:p1,q)=ar(:,1:n);
k = (rr(:,n+1)+sum(rr(:,n:-1:2).*ar(:,2:n),2)) ./ e;
ar(:,2:n) = ar(:,2:n)+k(:,ones(1,n-1)).*ar(:,n:-1:2);
ar(:,n+1) = k;
e = e.*(1-k.^2);
end
em(:,1)=-e;
am(:,:,1)=ar;
am=permute(am,[3 2 1]);
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