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wavshow.py
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import numpy as np
import matplotlib.pyplot as plt
def wavshow(audio, sr=None, resolution=2048, plot=True):
if len(audio.shape) == 1:
audio = audio.reshape(-1,1)
if audio.shape[1] > audio.shape[0]:
audio = audio.T
duration = len(audio)
if sr is not None:
duration /= sr
plt.figure(figsize=(16,4))
n = len(audio)
k = n // resolution
if k > 1:
audio = audio[:(n//k)*k]
audio = audio.reshape(-1,k)
mean = audio.mean(axis=1)
std = audio.std(axis=1)
x_ticks = np.linspace(0, duration, audio.shape[0])
plt.fill_between(x_ticks, mean - std, mean + std, color='black', lw=0)
plt.fill_between(x_ticks, audio.min(axis=1), audio.max(axis=1), alpha=0.5, color='gray', lw=0)
else:
x_ticks = np.linspace(0, duration, len(audio))
plt.plot(x_ticks, audio, color='black', lw=1)
plt.xlim(0, duration)
abs_max = np.abs(audio).max()
plt.ylim(-abs_max, abs_max)
plt.xlabel('Seconds' if sr is not None else 'Samples')
if plot:
plt.show()