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TP3_8: Noise removal done.

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Diogo Cordeiro
2020-12-31 23:11:10 +00:00
parent 99987da72c
commit 4b900c759d
18 changed files with 162 additions and 34 deletions
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TP3/Canto1.mp3
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1
TP3/DiogoEliseu_TP3_7.m
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@@ -10,6 +10,7 @@ s = y(:,1);
% F: vector of cyclical frequencies
% T: vector of time instants
% P: power spectral density (PSD)
% signal, window, noverlap, nfft, fs
[S, F, T, P] = spectrogram(s, 128, 96, 128, Fs);
figure(1)

34
TP3/DiogoEliseu_TP3_8.m
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@@ -1,34 +0,0 @@
%% clean environment
clear; close all; clc
%% read input
[signal, fs] = audioread("Canto1.mp3");
%% Compute the FFT
signal_length = length(signal);
fhat = fft(signal, signal_length);
PSD = fhat.*conj(fhat)/signal_length; % Power spectrum density
%[S, freq, T, PSDlel] = spectrogram(signal, 128, 96, 128, Fs);
% signal, window, noverlap, nfft, fs
freq_vector = linspace(1, fs, signal_length);
L = 1:floor(signal_length/2);
cutoff_indices = abs(PSD)>0.002;
PSD_clean = PSD.*cutoff_indices;
fhat_filtered = cutoff_indices.*fhat;
signal_filtered = ifft(fhat_filtered);
figure(1)
plot(PSD)
figure(2)
plot(PSD_clean)
figure(3)
plot(signal)
figure(4)
plot(signal_filtered)
%% output
audiowrite('restored.flac', signal_filtered, fs);