how can i write a matlab code for lms algorithm for audio signal?
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clc
clear all
close all
[x,Fs] = audioread('test11.wav');
sound(x,Fs);
pause(10);
delay1 = 0.6; % delay
delay2=0.9;
delay3=0.6;
alpha1 = 0.65;% echo strength
alpha2=.40;
alpha3=.5;
t=0:1/Fs:(length(x)-1)/Fs;
subplot(3,2,1)
plot(t,x)
title('original signal')
D1 = delay1*Fs;
D2=delay2*Fs;
D3=delay3*Fs;
y = zeros(size(x));
y(1:D1) = x(1:D1);
snr=4;
for i=D1+40000:length(x)
y(i) = x(i)+alpha1*x(i-D1)+alpha2*x(i-D2)+alpha3*x(i-D3);
end
sound(y,Fs);
t1=0:1/Fs:(length(y)-1)/Fs;
subplot(3,2,2)
plot(t1,y)
title('original+echo');
% -----------------------------------------------------------------
load nearspeech
load farspeech
N=100000;
L=1000;
mu=0.00003;
h1=fir1(2*L-1,0.5);
h=10*h1(L+1:2*L);
% ---------------------------------------------------------------------
wlms=zeros(L,1);
xlms=zeros(L,1);
for m=1:N
xlms=[ y(m);xlms(1:L-1) ];
ylms= h * xlms;
elms(m)= d(m) - ylms;
wlms= wlms + (mu * xlms * elms(m));
end
subplot(3,2,4)
plot(elms,'m')
title('Recovered Signal')
here only the first element of y is passing not the whole y signal.how can i make the whole y signal pass through the filter without any dimension missmatch?
3 commentaires
evrifaessa
le 10 Mai 2021
hello , did you do matlab code for lms algorithm for audio signal?
Sulaymon Eshkabilov
le 18 Mai 2025
What is the variable d (not defined in your code)?
Walter Roberson
le 18 Mai 2025
Presumably d is loaded through either load nearspeech or load farspeech
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