How to remove noise from a certain frequency using FFT
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I would like to know how to remove noises at a certain frequency using only the code below. Don't worry I have attached the sound file in the above so you use it. The problem I am facing is that I do not know how to do to find the index for this array to help cancel out all the noise greater than 3500 Hz or in this case the freq = 3500. I have the question of the code in here as well.
clear;
close all;
clc;
[y, Fs] = audioread('unfiltered_sound.wav');
dt = 1/Fs;
N = length(y(:,1));
nu_Ny = 1/(2*dt);
nu = linspace(0, 2*nu_Ny, N);
f = Fs*(0:(N/2))/N;
F = fft(y);
figure(1);
plot(nu, abs(F))
freq = 3500;
[~, ind] = min(abs(f-freq));
F_filtered = F;
F_filtered(ind:end-ind) = zeros(length([F_filtered(ind:end-ind)]),1);
%
figure(2)
plot(nu, abs(F_filtered))
%
y_filtered = ifft(F_filtered);
%
audiowrite('filtered_sound.wav', y_filtered, Fs)
6 Kommentare
Sindar
am 20 Sep. 2020
I don't see the problem. You calculate an index. Does that not work?
Shern Wei Lee
am 21 Sep. 2020
Sindar
am 21 Sep. 2020
does the frequency-domain plot look correct?
plot(nu, abs(F_filtered))
Shern Wei Lee
am 21 Sep. 2020
Sindar
am 21 Sep. 2020
what about compared to the original signal? Does it look like it is filtering the right area? If not, my first guess would be that 'f' and 'nu' are not consistent (or at least, not what you expect)
Shern Wei Lee
am 21 Sep. 2020
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