Mercurial > hg > emotion-detection-top-level
diff Code/Descriptors/Matlab/MPEG7/FromWeb/VoiceSauce/func_getBWfromFMT.m @ 4:92ca03a8fa99 tip
Update to ICASSP 2013 benchmark
author | Dawn Black |
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date | Wed, 13 Feb 2013 11:02:39 +0000 |
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--- /dev/null Thu Jan 01 00:00:00 1970 +0000 +++ b/Code/Descriptors/Matlab/MPEG7/FromWeb/VoiceSauce/func_getBWfromFMT.m Wed Feb 13 11:02:39 2013 +0000 @@ -0,0 +1,37 @@ +function BW = func_getBWfromFMT(FMT, voiced, method) +% formant to bandwidth mapping function +% +% Author: Yen-Liang Shue and Markus Iseli, Speech Processing and Auditory Perception Laboratory, UCLA +% Copyright UCLA SPAPL 2009 + +if (nargin == 2) % use the Mannell formula + BW = (80 + 120 * FMT/5000) * (2 - voiced); + +elseif (nargin == 3 && strcmp(method, 'hm')) % use the Hawks and Miller formula + F0 = voiced; + BW = getbw_HawksMiller(FMT, F0)'; + +end + + +%------------------------------------------------------------------------- +function BW = getbw_HawksMiller(FMT,F0) +% Reference: Hawks, Miller, "A formant bandwidth estimation procedure for vowel +% synthesis," JASA, vol 97, no. 2, 1995 + +[r, c] = size(FMT); +if (r > c) + FMT = FMT'; +end + +S = 1+0.25*(F0-132)/88; % bandwidth scaling factor as a function of F0 + +% coefficients C1 (for Fx<500 Hz) and C2 (Fx>=500Hz) +C1 = [165.327516, -6.73636734e-1, 1.80874446e-3, -4.52201682e-6, 7.49514000e-9, -4.70219241e-12]; +C2 = [15.8146139, 8.10159009e-2, -9.79728215e-5, 5.28725064e-8, -1.07099364e-11, 7.91528509e-16]; + +F = [ones(1, length(FMT)); FMT; FMT.^2; FMT.^3; FMT.^4; FMT.^5]; +mask = FMT<500; % Fx < 500 Hz +mask = repmat(mask,length(C1),1); + +BW = S' .* (C1*(F .* mask) + C2*(F .* ~mask));