Why my mel filters do not overlap on each other?
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cat0530
el 18 de Mzo. de 2016
The 26 filters should overlap on each other. Could someone help me with this?
1 comentario
Star Strider
el 18 de Mzo. de 2016
I’ve never used or designed MEL filters. I refer you to: Mel Frequency Cepstral Coefficient (MFCC) tutorial since it seems to be a comprehensive discussion. Compare your code with that discussion.
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Rick Rosson
el 20 de Mzo. de 2016
Editada: Rick Rosson
el 21 de Mzo. de 2016
I think the problem is in the second elseif statement:
elseif (k>=f_range(m+1) && k<=f_range(m))
These two sub-conditions are mutually exclusive, so this condition is always false. As a result, the line after this condition, which creates the right half of the triangle, is never executed.
Please try:
elseif (k>f_range(m) && k<=f_range(m+1))
That being said, there are much easier and more efficient ways to create the filter bank in MATLAB, for example:
- logical indexing
- the tripuls function
2 comentarios
Rick Rosson
el 21 de Mzo. de 2016
You need to create 2 extra points in f_range. So replace the following two lines:
%Need 26 points spaced linearly between minfreq and maxfreq
f_range = linspace(minMel, maxMel, nfilts);
with these two:
%Need 28 points spaced linearly between minfreq and maxfreq
f_range = linspace(minMel, maxMel, nfilts+2);
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Rick Rosson
el 20 de Mzo. de 2016
Editada: Rick Rosson
el 20 de Mzo. de 2016
2 comentarios
Star Strider
el 20 de Mzo. de 2016
I’m not certain that will work. When I looked up the MEL filters (that are designed to emulate cochlear frequency responses), the pass-bands were intersecting and looked something like: ...XXXXX...
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