用matlab绘制一段语音的语谱图的代码,频率最高显示为5500HZ
时间: 2023-07-16 12:15:56 浏览: 227
以下是用MATLAB绘制语音的语谱图的示例代码:
```matlab
% 读取语音文件
[y,fs] = audioread('your_audio_file.wav');
% 设置帧长和帧移
frame_len = 0.025; % 25ms
frame_shift = 0.01; % 10ms
% 转换为帧数
frame_length = round(frame_len * fs);
frame_shift = round(frame_shift * fs);
% 计算短时能量
energy = sum(reshape(y,frame_length,[]).^2);
% 计算功率谱
win = hamming(frame_length);
nfft = 2^nextpow2(frame_length);
S = abs(stft(y,win,frame_shift,nfft,fs));
% 转换为对数刻度
S = 20*log10(S);
% 显示语谱图
imagesc(S);
axis xy;
xlabel('Time (s)');
ylabel('Frequency (Hz)');
set(gca,'YTick',0:500:5500);
```
其中,`y` 是读取的语音信号,`fs` 是采样率。`frame_len` 和 `frame_shift` 分别是帧长和帧移,可以根据需要进行调整。`stft` 函数用于计算短时傅里叶变换,可以使用 MATLAB 自带的 `spectrogram` 函数代替。最后,使用 `imagesc` 函数绘制语谱图,并设置 Y 轴的刻度为 0 到 5500 Hz。
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