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Training:

Run lstm.py to train the network:

MIDI files in ./midi_songs should contain a single instrument.

Generating Music:

After training, use predict.py:

About

This program utilizes LSTM neural networks implemented through the Keras API and TensorFlow to generate piano compositions from MIDI files. It learns patterns in notes and chords, predicts sequences, and uses TensorFlow for efficient model training. The output is converted back to MIDI, creating new compositions based on learned musical patterns.

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