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DeepMelody

Monophonic Piano Generation with LSTM

Requirements

  • python = 2.7
  • pip install
    tensorflow==1.14.0
    keras==2.3.1
    h5py
    music21
  • sudo apt install
    ffmpeg
    timidity

Train

  • The dataset is in music_midi.
  • python train.py
    Set training 100 epochs in default, but it can be stopped anytime (Ctrl + C).

Generate

  • Choose the best parameter .hdf5 produced in training process
    and rename it best-weights.hdf5

  • python generate.py
    Generate output.mid firstly, and then turn it into output.mp3

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