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Luca Conte 2023-11-17 08:56:21 +01:00
parent 379a7bc5b8
commit a0e18e2bad
1 changed files with 38 additions and 5 deletions
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43
AudioToDeforumKeyframes.py
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@ -14,6 +14,7 @@ import numpy as np
import librosa
import math
from scipy.interpolate import interp1d
from scipy.interpolate import UnivariateSpline
import matplotlib.pyplot as plt
def plotting_stuffs():
@ -30,14 +31,46 @@ def plotting_stuffs():
x = np.linspace(1, 4000, 4000)
y = f(x)
plt.plot(x, y)
plt.show()
#plt.plot(x, y)
#plt.show()
plt.hist(rms[0], color = 'red', edgecolor = 'black', bins = 10)
plt.show()
plt.hist(cent[0], color = 'blue', edgecolor = 'black', bins = int(cent.max()/100))
# Generate some example data
data =cent[0]
# Create a histogram
hist, bin_edges = np.histogram(data, bins=100, density=True)
# Calculate bin centers
bin_centers = 0.5 * (bin_edges[:-1] + bin_edges[1:])
# Perform spline interpolation on the histogram data
spline = UnivariateSpline(bin_centers, hist, s=0)
# Create a finer x-axis for plotting the interpolated function
x_interp = np.linspace(min(bin_centers), max(bin_centers), 1000)
y_interp = spline(x_interp)
# Plot the histogram and the interpolated function
plt.hist(data, bins=100, density=True, alpha=0.6, color='g', label='Histogram')
plt.plot(x_interp, y_interp, label='Interpolated PDF', color='red')
plt.legend()
plt.xlabel('x')
plt.ylabel('Probability Density')
plt.title('Histogram and Interpolated PDF')
# Obtain min and max values of the probability density
min_density = np.min(hist)
max_density = np.max(hist)
print(f"Min Probability Density: {min_density}")
print(f"Max Probability Density: {max_density}")
plt.show()
plt.show()
def f(t):
return 1.0025+0.002*np.sin(1.25*3.14*t/30)
@ -49,12 +82,12 @@ strength_max = 0.6
# Assuming that into "generated" directoruy U've already create "project_name" subfolder
audio_input_file = '/home/lalo/data/studio_grafica/deforum/wilson_r1_mm_sample.wav'
#audio_input_file = '/home/lalo/data/studio_grafica/deforum/wilson_r1_mm_sample.wav'
#audio_input_file = '/home/lalo/data/studio_suono/spx/231104_001_m01.wav'
#audio_input_file = '/home/lalo/data/studio_grafica/deforum/eucrasy_r1_sample.wav'
#audio_input_file = '/home/lalo/data/studio_grafica/deforum/eucrasy_r1.wav'
#audio_input_file = '/home/lalo/data/studio_suono/231014_002_mastered_r2_clip.WAV'
#audio_input_file = 'C:/Users/LucaConte/Music/lc_music/wilson_r1_mm.wav'
audio_input_file = 'C:/Users/LucaConte/Music/lc_music/wilson_r1_mm.wav'
# Store the sampling rate as `sr`