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Scraper

python gather.py --output_file worship.txt --artists "8589948384, 7077, 16817, 17018, 137438971086"

Preprocess

  • Manually remove tags i.e. [chorus] and (verse)
python preprocess.py --input_file worship.txt

Train

python train.py --training_file worship.txt --vocabulary_file worship.vocab --model_name lstm_regression_model

Sample

python sample.py --model_name lstm_regression_model --vocabulary_file worship.vocab --output_file sample.txt

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  • Python 73.1%
  • Jupyter Notebook 26.9%