def generate(model, seed, mid_name, temperature=1.0, length=512):
'''Generate sequence using model, seed, and temperature.'''
generated = []
phrase = seed
if not hasattr(temperature, '__len__'):
temperature = [temperature for _ in range(length)]
for temp in temperature:
x = np.zeros((1, PHRASE_LEN, SYMBOL_DIM))
for t, config_id in enumerate(phrase):
x[0, t, config_id] = 1
preds = model.predict(x, verbose=0)[0]
next_id = sample(preds, temp)
generated += [next_id]
phrase = phrase[1:] + [next_id]
mid = array_to_midiN(unfold(decode(generated), OUT_PITCHES), mid_name)
print("the mid is + " + str(type(mid)))
for element in mid:
print("the intitial mid is " + str(element))
#element = updateValue(element)
#element.time = int(element.time)
#print("theChecko " + str(type(element)))
mid = updateValue(mid)
# for element in mid.tracks:
# for msg in element:
# print("elmentsdfdf s " + str(msg))
#
# print("the mid_name is + " + str(mid_name))
# midiFileToReturn = MidiFile()
# # track = []
# # midiFileToReturn.tracks.append(track)
# tmpTime = 0
# # for element in midiFileInput:
# # print("notrack: "+ str(element))
# for i, element in enumerate(mid.tracks):
# tmpTrack = MidiTrack()
# midiFileToReturn.tracks.append(tmpTrack)
# print("inFOrefe is " + str(element))
# # if(element.type == "note_on" or element.type == "note_off"):
# # print("timoIs " + str(element.time))
# ##element.time = int(element.time*480)
# # element.time = int(element.time*480)
# # tmpTime+=1
# # track.append(element)
# for msg in element:
# msg.time = int(msg.time)
# print("track" + str(msg.time))
# tmpTrack.append(msg)
mid.save(os.path.join(MIDI_OUT_DIR, mid_name))
return mid
def generate(model, seed, mid_name, temperature=1.0, length=512):
'''Generate sequence using model, seed, and temperature.'''
generated = []
phrase = seed
if not hasattr(temperature, '__len__'):
temperature = [temperature for _ in range(length)]
for temp in temperature:
x = np.zeros((1, PHRASE_LEN, SYMBOL_DIM))
for t, config_id in enumerate(phrase):
x[0, t, config_id] = 1
preds = model.predict(x, verbose=0)[0]
next_id = sample(preds, temp)
generated += [next_id]
phrase = phrase[1:] + [next_id]
mid = array_to_midiN(unfold(decode(generated), OUT_PITCHES), mid_name)
mid = updateValue(mid)
mid.save(os.path.join(MIDI_OUT_DIR, mid_name))
return mid