基于新版MATLAB的语音信号的短时能量的代码
时间: 2024-03-05 16:49:19 浏览: 71
以下是基于新版MATLAB的语音信号短时能量分析的代码:
```matlab
% 读取语音信号文件
[x, Fs] = audioread('example.wav');
% 设置分帧参数
frame_len = 30; % 每帧长度为30ms
overlap = 0.5; % 帧与帧之间有50%重叠
% 计算帧长和帧移
frame_size = fix(frame_len/1000*Fs); % 帧长(采样点数)
shift_size = fix(frame_size*(1-overlap)); % 帧移(采样点数)
% 分帧
frames = buffer(x, frame_size, shift_size, 'nodelay');
% 计算每帧的短时能量
energy = sum(frames.^2, 1);
% 绘制短时能量曲线
t = (0:length(energy)-1)*shift_size/Fs; % 时间轴
plot(t, energy);
xlabel('Time (s)');
ylabel('Energy');
% 分析短时能量曲线
% TODO: 根据需要进行分析
```
其中,`example.wav`为语音信号文件名,`frame_len`为每帧的长度(单位为ms),`overlap`为帧与帧之间的重叠比例(取值范围为0~1)。在代码中,先计算出每个帧的长度和帧移,然后使用`buffer`函数进行分帧,再使用`sum`函数计算每个帧的短时能量。最后使用`plot`函数绘制短时能量曲线。需要注意的是,时间轴的单位是秒,需要根据帧移和采样率计算得到。
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