artist2lyrics.cfg

[crawler]
artists = mychemicalromance

[embeddings]
vector_size = 256
window_size = 5
num_negative = 10
min_word_freq = 5
num_epoch = 15
vocab_size = 616
num_seq = 928
model_dir = embeddings
model_fn = words.bin
dump_raw_lyrics = 0
dump_processed_lyrics = 1
dump_word_freq = 1
show_tsne = 0
extend_model = 0
pre_trained_model_path = embeddings/tl.bin
load_lyrics = 0
load_lyrics_path = logs/processed_lyrics.txt

[LyricsLSTM]
lstm_units_1 = 1024
lstm_dropout_1 = 0.6
lstm_units_2 = 512
lstm_dropout_2 = 0.6

[training]
tf_rec_dir = records
tf_rec_fn = training_lyrics.tfrecords
bptt = 32
batch_size = 32
num_epoch = 500
save_many = 0
save_epoch_interval = 10
log_dir = logs
log_fn_suffix = train.log
retrain_model = 0
retrain_model_path = models/20181102_2323_LyricsLSTM_500.ckpt

[generate]
sampling_size = 10
temperature = 1.5
num_stanzas = 3
min_words_in_stanza = 50
max_words_in_stanza = 150
weights_path = models/20181102_2323_LyricsLSTM_500.ckpt
model_path = models/20181102_2323_LyricsLSTM_500.hdf5
log_dir = logs
log_fn_suffix = generate.log