Method to find the median/average of graph
5 次查看(过去 30 天)
显示 更早的评论
I want to plot the median or average in graph. This is audio file in frequency domain and need to smoothen out the peak and converge them into two or three peaks as shown below. is there a specific code to do that?
0 个评论
采纳的回答
Image Analyst
2018-5-2
编辑:Image Analyst
2018-5-2
Try this:
% Initialization steps.
clc; % Clear the command window.
close all; % Close all figures (except those of imtool.)
clear; % Erase all existing variables. Or clearvars if you want.
workspace; % Make sure the workspace panel is showing.
format long g;
format compact;
fontSize = 15;
% read file into memory */
[wave, fs]=audioread('1.wav');
% sound(wave, fs); % see what it sounds like */
t=0:1/fs:(length(wave)-1)/fs; % and get sampling frequency */
subplot(3, 1, 1)
%plot(t,wave)
plot(t, wave, 'b-');
title('Wave File', 'FontSize', fontSize);
ylabel('Amplitude', 'FontSize', fontSize);
xlabel('Length (in seconds)', 'FontSize', fontSize);
grid on;
L = length(wave);
NFFT = 2^nextpow2(L); % Next power of 2 from length of y
Y = fft(wave,NFFT)/L;
f = fs/2*linspace(0,1,NFFT/2+1);
% Plot single-sided amplitude spectrum.
subplot(3, 1, 2);
y = 2*abs(Y(1:NFFT/2+1));
plot(f, y, 'b-');
title('Single-Sided Amplitude Spectrum of y(t)', 'FontSize', fontSize);
xlabel('Frequency (Hz)', 'FontSize', fontSize);
ylabel('|Y(f)|', 'FontSize', fontSize);
grid on;
subplot(3, 1, 3);
y = 2*abs(Y(1:NFFT/2+1));
plot(f, y, 'b-');
title('Single-Sided Amplitude Spectrum of y(t)', 'FontSize', fontSize);
xlabel('Frequency (Hz)', 'FontSize', fontSize);
ylabel('|Y(f)|', 'FontSize', fontSize);
grid on;
% Enlarge figure to full screen.
set(gcf, 'Units', 'Normalized', 'OuterPosition', [0, 0.04, 1, 0.96]);
xlim([0, 400]);
% Smooth with a Savitzky Golay Filter
smoothy = sgolayfilt(y, 2, 101);
hold on;
plot(f, smoothy, 'r-', 'LineWidth', 2);
% Get the upper envelope
uppery = movmax(y,51);
% Smooth it out some
windowWidth = 31;
uppery = conv(uppery, ones(windowWidth, 1)/windowWidth, 'same');
plot(f, uppery, 'r-', 'LineWidth', 2);
更多回答(1 个)
Image Analyst
2018-4-30
Use the envelope() function, if you have the Signal Processing Toolbox. Or you can use sgolayfilt() or boundary(). Since it's so easy, you probably won't need help with that, but if you do, attach your data along with code to read it in.
另请参阅
类别
在 Help Center 和 File Exchange 中查找有关 Audio I/O and Waveform Generation 的更多信息
Community Treasure Hunt
Find the treasures in MATLAB Central and discover how the community can help you!
Start Hunting!