Error: Unable to perform assignment because the indices on the left side are not compatible with the size of the right side.
2 Ansichten (letzte 30 Tage)
Ältere Kommentare anzeigen
Hamizah Mohd Ali
am 7 Dez. 2018
Kommentiert: Hamizah Mohd Ali
am 7 Dez. 2018
close all;
%{Step 0: Reading the File & initializing the Time and Freq.
[x,fs]=audioread('baby-crying-sleepy.wav');
x=x(:,1);
ts=1/fs;
N=length(x);
Tmax=(N-1)*ts;
fsu=fs/(N-1);
t=(0:ts:Tmax);
f=(-fs/2:fsu:fs/2);
figure, subplot(411),plot(t,x),xlabel('Time'),title('Original Speech');
subplot(412),plot(f,fftshift(abs(fft(x)))),xlabel('Freq (Hz)'),title('Frequency Spectrum');
%%Step 1: Pre-Emphasis
a=1;
b=[1 -0.95];
y=filter(b,a,x);
subplot(413),plot(t,y),xlabel('Time'),title('Signal After High Pass Filter - Time Domain');
subplot(414),plot(f,fftshift(abs(fft(y)))),xlabel('Freq (Hz)'),title('Signal After High Pass Filter - Frequency Spectrum');
%%Step 2: Frame Blocking
frameSize=256;
frameOverlap=128;
frames=enframe(y,frameSize,frameOverlap);
NumFrames=size(frames,1);
%%Step 3: Hamming Windowing
hamm=hamming(256)';
for i=1:NumFrames
windowed(i,:)=frames(i,:).*hamm;
end
%%Step 4: FFT
%Taking only the positive values in the FFT that is the first half of the frame after being computed.
for i=1:NumFrames
fft(i,:)=abs(windowed(i,:))*(frameSize/2);
end
%%Step 5: Mel Filterbanks
%Lower Frequency = 300Hz
%Upper Frequency = fs/2
%With a total of 22 points we can create 20 filters.
Nofilters=20;
lowhigh=[300 fs/2];
%Here logarithm is of base 'e'
lh_mel=1125*(log(1+lowhigh/700));
mel=linspace(lh_mel(1),lh_mel(2),Nofilters+2);
melinhz=700*(exp(mel/1125)-1);
%Converting to frequency resolution
fres=floor(((frameSize)+1)*melinhz/fs);
%Creating the filters
for m =2:length(mel)-1
for k=1:frameSize/2
if k<fres(m-1)
H(m-1,k) = 0;
elseif (k>=fres(m-1)&&k<=fres(m))
H(m-1,k)= (k-fres(m-1))/(fres(m)-fres(m-1));
elseif (k>=fres(m)&&k<=fres(m+1))
H(m-1,k)= (fres(m+1)-k)/(fres(m+1)-fres(m));
elseif k>fres(m+1)
H(m-1,k) = 0;
end
end
end
%H contains the 20 filterbanks, we now apply it to the
%processed signal.
for i=1:NumFrames
for j=1:Nofilters
bankans(i,j)=sum(fft(:,i).* H(j,:));
end
end
%%Step 6: Nautral Log and DCT
pkg load signal
%Here logarithm is of base '10'
logged=log(bankans)/log(10);
for i=1:NumFrames
lnd(i,:)=dct2(logged(i,:));
end
%plotting the MFCC
figure
hold on
for i=1:NumFrames
plot(lnd(i,:));
end
hold off
%
The error is at this line:
bankans(i,j)=sum(fft(:,i).* H(j,:));
0 Kommentare
Akzeptierte Antwort
madhan ravi
am 7 Dez. 2018
bankans=cell(NumFrames,Nofilters);
for i=1:NumFrames
for j=1:Nofilters
bankans{i,j}=sum(fft(:,i).* H(j,:));
end
end
9 Kommentare
Weitere Antworten (0)
Siehe auch
Kategorien
Mehr zu Multirate Signal Processing finden Sie in Help Center und File Exchange
Community Treasure Hunt
Find the treasures in MATLAB Central and discover how the community can help you!
Start Hunting!

