生成带有gui的基于MATLAB的fft变换代码,能够在GUI界面导入音频文件,生成波形图,并进行FFT变换生成频谱图
时间: 2024-05-01 15:23:20 浏览: 120
以下是一个简单的MATLAB GUI程序,可以导入音频文件并生成波形图和频谱图:
```matlab
function fft_gui()
% Create the GUI
f = figure('Visible','off','Position',[360,500,450,285]);
% UI elements
load_button = uicontrol('Style','pushbutton','String','Load Audio',...
'Position',[315,220,100,25], 'Callback', @load_callback);
plot_button = uicontrol('Style','pushbutton','String','Plot',...
'Position',[315,180,100,25], 'Callback', @plot_callback);
axes_wave = axes('Units','Pixels','Position',[50,60,200,200]);
axes_fft = axes('Units','Pixels','Position',[250,60,200,200]);
% Initialize variables
audio_data = [];
audio_fs = 0;
% Show the GUI
f.Visible = 'on';
% Callback function for load button
function load_callback(hObject,eventdata)
% Open file dialog
[file_name, path_name] = uigetfile({'*.wav';'*.mp3'},'Select Audio File');
if isequal(file_name,0)
return;
end
% Read audio file
[audio_data, audio_fs] = audioread(fullfile(path_name,file_name));
end
% Callback function for plot button
function plot_callback(hObject,eventdata)
if isempty(audio_data)
return;
end
% Plot waveform
axes(axes_wave);
plot(audio_data);
xlabel('Time (samples)');
ylabel('Amplitude');
% Perform FFT
L = length(audio_data);
Y = fft(audio_data);
P2 = abs(Y/L);
P1 = P2(1:L/2+1);
P1(2:end-1) = 2*P1(2:end-1);
f = audio_fs*(0:(L/2))/L;
% Plot frequency spectrum
axes(axes_fft);
plot(f,P1);
xlabel('Frequency (Hz)');
ylabel('Power');
end
end
```
运行此程序后,您将看到一个具有“Load Audio”和“Plot”按钮的GUI。单击“Load Audio”按钮以打开文件对话框并选择音频文件。然后单击“Plot”按钮以生成波形图和频谱图。波形图将显示在左侧的坐标轴中,而频谱图将显示在右侧的坐标轴中。
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