?? mfcc.m
字號:
function ccc = mfcc(x)
% 歸一化mel濾波器組系數(shù)
bank=melbankm(24,256,8000,0,0.5,'m');
bank=full(bank);
bank=bank/max(bank(:));
% DCT系數(shù),12*24
for k=1:12
n=0:23;
dctcoef(k,:)=cos((2*n+1)*k*pi/(2*24));
end
% 歸一化倒譜提升窗口
w = 1 + 6 * sin(pi * [1:12] ./ 12);
w = w/max(w);
% 預(yù)加重濾波器
xx=double(x);
xx=filter([1 -0.9375],1,xx);
% 語音信號分幀
xx=enframe(xx,256,80);
% 計算每幀的MFCC參數(shù)
for i=1:size(xx,1)
y = xx(i,:);
s = y' .* hamming(256);
t = abs(fft(s));
t = t.^2;
c1=dctcoef * log(bank * t(1:129));
c2 = c1.*w';
m(i,:)=c2';
end
%差分系數(shù)
dtm = zeros(size(m));
for i=3:size(m,1)-2
dtm(i,:) = -2*m(i-2,:) - m(i-1,:) + m(i+1,:) + 2*m(i+2,:);
end
dtm = dtm / 3;
%合并mfcc參數(shù)和一階差分mfcc參數(shù)
ccc = [m dtm];
%去除首尾兩幀,因為這兩幀的一階差分參數(shù)為0
ccc = ccc(3:size(m,1)-2,:);
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