用matlab语言写变换采样频率后语音信号的时域和频域波形代码
时间: 2024-04-07 08:30:08 浏览: 101
您可以使用MATLAB中的`resample`函数来实现变换采样频率后的语音信号的时域和频域波形。下面是一个示例代码:
```matlab
% 读取原始语音信号
[y, fs] = audioread('input.wav');
% 设置目标采样频率
targetFs = 16000;
% 变换采样频率
resampled = resample(y, targetFs, fs);
% 绘制时域波形
t1 = (0:length(y)-1)/fs;
t2 = (0:length(resampled)-1)/targetFs;
figure;
subplot(2,1,1);
plot(t1, y);
xlabel('Time (s)');
ylabel('Amplitude');
title('Original Signal');
subplot(2,1,2);
plot(t2, resampled);
xlabel('Time (s)');
ylabel('Amplitude');
title('Resampled Signal');
% 计算频谱
N1 = length(y);
N2 = length(resampled);
Y = fft(y);
R = fft(resampled);
f1 = (0:N1-1)*fs/N1;
f2 = (0:N2-1)*targetFs/N2;
% 绘制频域波形
figure;
subplot(2,1,1);
plot(f1, abs(Y));
xlabel('Frequency (Hz)');
ylabel('Magnitude');
title('Original Signal Spectrum');
subplot(2,1,2);
plot(f2, abs(R));
xlabel('Frequency (Hz)');
ylabel('Magnitude');
title('Resampled Signal Spectrum');
```
上述代码首先使用`audioread`函数读取原始语音信号,并指定目标的采样频率`targetFs`。然后,使用`resample`函数将语音信号进行采样频率变换。接着,绘制原始信号和变换后信号的时域波形,并计算并绘制它们的频谱。
请将原始语音信号文件命名为`input.wav`,并确保该文件与MATLAB脚本在同一目录下。您可以根据需要修改文件名和路径。
希望能对您有所帮助!
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