INNER CODE UNIT · Python

generate

jisungk/deepjazz · generator.py:97

def generate(data_fn, out_fn, N_epochs):
    # model settings
    max_len = 20
    max_tries = 1000
    diversity = 0.5

    # musical settings
    bpm = 130

    # get data
    chords, abstract_grammars = get_musical_data(data_fn)
    corpus, values, val_indices, indices_val = get_corpus_data(abstract_grammars)
    print('corpus length:', len(corpus))
    print('total # of values:', len(values))

    # build model
    model = lstm.build_model(corpus=corpus, val_indices=val_indices, 
                             max_len=max_len, N_epochs=N_epochs)

View source record →