LSF functions not working?

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Carl 2017-10-19

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https://ww2.mathworks.cn/matlabcentral/answers/362154-lsf-functions-not-working

评论： Tony Mohan Varghese 2017-11-14

test = rand(1,10000);       % make random input 'signal'
a = lpc(test,128);          % grab 128-order LP coeffs
w = filter(a,1,test);       % extract residual
test_LPC = filter(1,a,w);   % reconstruct using LP coeffs
temp = poly2lsf(a);
alsf = lsf2poly(temp);
test_LSF = filter(1,alsf,w);

When I run the code above I'm simply converting the LPC coefficients to line-spectral frequencies (LSF) and then back again to do a very simple LPC reconstruction of a random signal.

It doesn't work though. 'alsf' and 'a' shoudl be identical but they aren't and test_LSF and test_LPC should both reconstruct test but test_LSF explodes. Am I using these wrong because it looks like the two functions just don't work. Thanks for any help!

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Tony Mohan Varghese 2017-11-14

poly2lsf and lsf2poly involve deconvolution and convolution operations that will become numerically unstable for very large polynomial orders. The polynomial order used here is very large. It is not a good idea to try to convert the line spectral frequencies back to a polynomial here.

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