In [99]:

    

import glob
import matplotlib.pyplot as plt
import os
from mpl_toolkits.mplot3d import Axes3D
%matplotlib inline
import seaborn
import mpld3
import IPython.display

seaborn.set()
np.set_printoptions(precision=4, suppress=True)
mpld3.enable_notebook()
pltargs = dict(interpolation='nearest', 
               aspect='auto', 
               origin='lower')

os.chdir("/Users/ejhumphrey/Dropbox/src/morphine/")

import audiotools
reload(audiotools)
import morphine
reload(morphine)


    

    
Out[99]:





<module 'morphine' from 'morphine.pyc'>

In [35]:

    

feature_files = glob.glob("/Volumes/megatron/morphine/features/*npz")
files, time_points, features = morphine.sample_feature_files(feature_files, 50000)


    

In [81]:

    

connections = morphine.build_kneighbors_table(features, 10)


    

In [90]:

    

path = morphine.rand_acyclic_walk(connections, 500)
X = np.array([features[idx] for idx in path]).reshape(1, -1, 3)


    

In [102]:

    

fig = plt.figure(figsize=(10, 1))
ax = fig.gca()
ax.imshow(X, **pltargs)
ax.set_yticks([])
ax.set_xticks([])


    

    
Out[102]:





[]






    

In [100]:

    

audiofiles = []
for i in path:
    fbase = files[i].split("features/")[-1].replace(".npz", ".wav")
    audiofiles.append("/Volumes/megatron/dl4mir/timbre_sim/audio/{0}".format(fbase))
print audiofiles[:10]


    

    




['/Volumes/megatron/dl4mir/timbre_sim/audio/kb_46_ef5a719c46193b95cee7de95e89a68c4.wav', '/Volumes/megatron/dl4mir/timbre_sim/audio/kb_46_5c320f1f4fc847c0daa2ac118826abad.wav', '/Volumes/megatron/dl4mir/timbre_sim/audio/kb_46_85be722817a8a1dd7fa10a50773363dc.wav', '/Volumes/megatron/dl4mir/timbre_sim/audio/kb_46_46132627de8a964dbac9cd54a24548a9.wav', '/Volumes/megatron/dl4mir/timbre_sim/audio/kb_46_85be722817a8a1dd7fa10a50773363dc.wav', '/Volumes/megatron/dl4mir/timbre_sim/audio/kb_46_6aaa714eb733bc9af6eb0a6377d89cb9.wav', '/Volumes/megatron/dl4mir/timbre_sim/audio/kb_46_4d37409998b0f842fa5e929cb741534c.wav', '/Volumes/megatron/dl4mir/timbre_sim/audio/kb_46_4d37409998b0f842fa5e929cb741534c.wav', '/Volumes/megatron/dl4mir/timbre_sim/audio/kb_46_ba810937bf6a6d69afaa1fffd6eafbeb.wav', '/Volumes/megatron/dl4mir/timbre_sim/audio/kb_46_c3b4b1b402d1d0c614dba8e0fe244f38.wav']

In [96]:

    

grains = morphine.extract_grains(
    files=audiofiles, 
    time_points=[time_points[i] for i in path],
    samplerate=44100,
    duration=0.1)


    

    




[Sat Jan 24 19:07:28 2015]    0 /Volumes/megatron/dl4mir/timbre_sim/audio/kb_46_ef5a719c46193b95cee7de95e89a68c4.wav
[Sat Jan 24 19:07:28 2015]    1 /Volumes/megatron/dl4mir/timbre_sim/audio/kb_46_5c320f1f4fc847c0daa2ac118826abad.wav
[Sat Jan 24 19:07:28 2015]    2 /Volumes/megatron/dl4mir/timbre_sim/audio/kb_46_85be722817a8a1dd7fa10a50773363dc.wav
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[Sat Jan 24 19:07:29 2015]  249 /Volumes/megatron/dl4mir/timbre_sim/audio/kb_46_76b496175e270432f940f8ff6a21119e.wav
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[Sat Jan 24 19:07:29 2015]  381 /Volumes/megatron/dl4mir/timbre_sim/audio/kb_46_31d09948aeb3dbfeff70249ff15e35e4.wav
[Sat Jan 24 19:07:29 2015]  382 /Volumes/megatron/dl4mir/timbre_sim/audio/kb_46_31d09948aeb3dbfeff70249ff15e35e4.wav
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[Sat Jan 24 19:07:30 2015]  396 /Volumes/megatron/dl4mir/timbre_sim/audio/kb_46_31d09948aeb3dbfeff70249ff15e35e4.wav
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[Sat Jan 24 19:07:30 2015]  398 /Volumes/megatron/dl4mir/timbre_sim/audio/kb_46_becce10ef63268973a4567cbf33a0811.wav
[Sat Jan 24 19:07:30 2015]  399 /Volumes/megatron/dl4mir/timbre_sim/audio/kb_46_f3fd1b9d3ffebc1cdf6ec6068b637e7b.wav
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[Sat Jan 24 19:07:30 2015]  401 /Volumes/megatron/dl4mir/timbre_sim/audio/kb_46_74988732abab9f7aa82e327a331bd606.wav
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[Sat Jan 24 19:07:30 2015]  441 /Volumes/megatron/dl4mir/timbre_sim/audio/kb_46_a9617877db1926c13d69722f253a961c.wav
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[Sat Jan 24 19:07:30 2015]  445 /Volumes/megatron/dl4mir/timbre_sim/audio/kb_46_1755125f2d88ef8db840f56d17e82f18.wav
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[Sat Jan 24 19:07:30 2015]  467 /Volumes/megatron/dl4mir/timbre_sim/audio/kb_46_d43908b0b0d558ca3546897af35d8f93.wav
[Sat Jan 24 19:07:30 2015]  468 /Volumes/megatron/dl4mir/timbre_sim/audio/kb_46_a9617877db1926c13d69722f253a961c.wav
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[Sat Jan 24 19:07:30 2015]  472 /Volumes/megatron/dl4mir/timbre_sim/audio/kb_46_2df0b7b0393070f6c3e8e8ea4797cff7.wav
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[Sat Jan 24 19:07:30 2015]  477 /Volumes/megatron/dl4mir/timbre_sim/audio/kb_46_ad5851b4db0fceeace27637b2c64fb9b.wav
[Sat Jan 24 19:07:30 2015]  478 /Volumes/megatron/dl4mir/timbre_sim/audio/kb_46_a8b48fc8b304ba24bc399a7acdd60f96.wav
[Sat Jan 24 19:07:30 2015]  479 /Volumes/megatron/dl4mir/timbre_sim/audio/kb_46_ad5851b4db0fceeace27637b2c64fb9b.wav
[Sat Jan 24 19:07:30 2015]  480 /Volumes/megatron/dl4mir/timbre_sim/audio/kb_46_84a5ceeca04d06f335b6cb7f2f9bd438.wav
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[Sat Jan 24 19:07:30 2015]  486 /Volumes/megatron/dl4mir/timbre_sim/audio/kb_46_0ae1cf9d61d9afce072f5b69db27467a.wav
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[Sat Jan 24 19:07:30 2015]  488 /Volumes/megatron/dl4mir/timbre_sim/audio/kb_46_a9617877db1926c13d69722f253a961c.wav
[Sat Jan 24 19:07:30 2015]  489 /Volumes/megatron/dl4mir/timbre_sim/audio/kb_46_a9617877db1926c13d69722f253a961c.wav
[Sat Jan 24 19:07:30 2015]  490 /Volumes/megatron/dl4mir/timbre_sim/audio/kb_46_0ae1cf9d61d9afce072f5b69db27467a.wav
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[Sat Jan 24 19:07:30 2015]  492 /Volumes/megatron/dl4mir/timbre_sim/audio/kb_46_2df0b7b0393070f6c3e8e8ea4797cff7.wav
[Sat Jan 24 19:07:30 2015]  493 /Volumes/megatron/dl4mir/timbre_sim/audio/kb_46_a9617877db1926c13d69722f253a961c.wav
[Sat Jan 24 19:07:30 2015]  494 /Volumes/megatron/dl4mir/timbre_sim/audio/kb_46_a9617877db1926c13d69722f253a961c.wav
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[Sat Jan 24 19:07:30 2015]  496 /Volumes/megatron/dl4mir/timbre_sim/audio/kb_46_a8b48fc8b304ba24bc399a7acdd60f96.wav
[Sat Jan 24 19:07:30 2015]  497 /Volumes/megatron/dl4mir/timbre_sim/audio/kb_46_d43908b0b0d558ca3546897af35d8f93.wav
[Sat Jan 24 19:07:30 2015]  498 /Volumes/megatron/dl4mir/timbre_sim/audio/kb_46_d43908b0b0d558ca3546897af35d8f93.wav
[Sat Jan 24 19:07:30 2015]  499 /Volumes/megatron/dl4mir/timbre_sim/audio/kb_46_dcf62a060ad1094ef09b92e381a6a57f.wav

In [19]:

    

np.array(grains).shape


    

    
Out[19]:





(20, 2205, 2)

In [97]:

    

y_out = morphine.overlap_and_add(grains)


    

In [98]:

    

IPython.display.Audio(data=y_out[:, 0], rate=44100)


    

    
Out[98]:





                
              

In [ ]: