# 读取音频文件
# sample_rate:采样率
# noised_sigs: 存储音频中每个采样点的采样位移
sample_rate, noised_sigs = wf.read('A.mp3.wav')
print(sample_rate, noised_sigs.shape)
times = np.arange(noised_sigs.size) / sample_rate
plt.figure('Filter', facecolor='lightgray')
plt.subplot(221)
plt.title('Time Domain', fontsize=16)
plt.ylabel('Signal', fontsize=12)
plt.tick_params(labelsize=10)
plt.grid(linestyle=':')
plt.plot(times[:178], noised_sigs[:178],c='orangered', label='Noised')
plt.legend()
#基于傅里叶变换,获取音频频域信息,绘制音频频域的:频率/能量图像。
# 傅里叶变换后,绘制频域图像
freqs = nf.fftfreq(times.size, times[1]-times[0])
complex_array = nf.fft(noised_sigs)
pows = np.abs(complex_array)
plt.subplot(222)
plt.title('Frequency Domain', fontsize=16)
plt.ylabel('Power', fontsize=12)
plt.tick_params(labelsize=10)
plt.grid(linestyle=':')
plt.semilogy(freqs[freqs>0], pows[freqs>0], c='limegreen',label='Noised')
plt.legend()
运行结果:
48000 (21888, 2)
Traceback (most recent call last):
File "E:/py0524/5.py", line 35, in
plt.semilogy(freqs[freqs>0], pows[freqs>0], c='limegreen',label='Noised')
IndexError:boolean index did not match indexed array along dimension 0; dimension is 21888 but corresponding boolean dimension is 43776
Process finished with exit code 1
是freqs和pows维数不匹配吗,请问要如何修改呢QAQ