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Deep learning driven jazz generation using Keras & Theano!

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I'm trying this great work to generate music from other midi files but there is some kinda "magic" parts in the preprocess.py file for me. some code parts use magic...

Changing the the dropout to 0.1. Seems to have better performance when i run it.

izip changed to zip in python3

I've been trying to run this program but I've run into an error. On line 24 of preprocess.py (https://github.com/jisungk/deepjazz/blob/b0aa6ca1b91be6ddf081fc05ebfeefa89cc4b848/preprocess.py#L24) the melody is at index 5. Does anyone know how he...

music21.exceptions21.StreamException: attempting to access index 0 while elements is of size 0

def __sample(a, temperature=1.0): a = np.log(a) / temperature a = np.exp(a) / np.sum(np.exp(a)) return np.argmax(np.random.multinomial(1, a, 1)) It shows up multinomial has an error np.argmax(np.random.multinomial(1, a, 1)) File "mtrand.pyx", line...

What was the original version # of the keras and theanos used?

Hi, I train your model on one midi file and I split data into test and valid. Next I plot test/valid and I see that model is overfit. Did you...

At the the top of README it says "Note: deepjazz has been succeeded by songbird.ai and is no longer being actively developed." But songbird.ai is not loading. Is there a...