过零率.m

各种SVM分类算法

clear all
for k=1:30
  fname=sprintf('D:\\study\\音频采样\\speech\\%d.wav',k);
  x=wavread(fname);
  x=x(:,1);
y=enframe(x,128,64);
zcr=zeros(size(y,1),1);
delta=0.02;
for i=1:size(y,1)
    x=y(i,:);
    for j=1:length(x)-1
        if x(j)*x(j+1)<0 & abs(x(j)-x(j+1))>delta
            zcr(i)=zcr(i)+1;
        end
    end
end
z=zcr;
dtm=zeros(size(z));%差分函数
for i=3:size(z,1)-2
    dtm(i,:)=-2*z(i-2,:)-z(i-1,:)+z(i+1,:)+2*z(i+2,:);
end
dtm=dtm/3;
num=0;
for  i=1:size(y,1)
    if dtm(i)==0
        num=num+1;
    end    
end 
speechzcr(k,1)=num;
end
speechzcr



clear all
for k=1:30
  fname=sprintf('D:\\study\\音频采样\\music\\%d.wav',k);
  x=wavread(fname);
  x=x(:,1);
y=enframe(x,128,64);
zcr=zeros(size(y,1),1);
delta=0.02;
for i=1:size(y,1)
    x=y(i,:);
    for j=1:length(x)-1
        if x(j)*x(j+1)<0 & abs(x(j)-x(j+1))>delta
            zcr(i)=zcr(i)+1;
        end
    end
end
z=zcr;
dtm=zeros(size(z));%差分函数
for i=3:size(z,1)-2
    dtm(i,:)=-2*z(i-2,:)-z(i-1,:)+z(i+1,:)+2*z(i+2,:);
end
dtm=dtm/3;
num=0;
for  i=1:size(y,1)
    if dtm(i)==0
        num=num+1;
    end    
end 
musiczcr(k,1)=num;
end
musiczcr


clear all
for k=1:30
  fname=sprintf('D:\\study\\音频采样\\speechwithmusic\\%d.wav',k);
  x=wavread(fname);
  x=x(:,1);
y=enframe(x,128,64);
zcr=zeros(size(y,1),1);
delta=0.02;
for i=1:size(y,1)
    x=y(i,:);
    for j=1:length(x)-1
        if x(j)*x(j+1)<0 & abs(x(j)-x(j+1))>delta
            zcr(i)=zcr(i)+1;
        end
    end
end
z=zcr;
dtm=zeros(size(z));%差分函数
for i=3:size(z,1)-2
    dtm(i,:)=-2*z(i-2,:)-z(i-1,:)+z(i+1,:)+2*z(i+2,:);
end
dtm=dtm/3;
num=0;
for  i=1:size(y,1)
    if dtm(i)==0
        num=num+1;
    end    
end 
swmzcr(k,1)=num;
end
swmzcr