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Music Generation using RNN

Generate music using LSTM-based RNN trained on MIDI files.

Features

  • LSTM model for sequence generation
  • Converts MIDI files into numerical data
  • Generates new music sequences

Architecture Diagram

Network Architecture

Installation

git clone https://github.com/veydantkatyal/music-generator-rnn.git
cd music-generator-rnn
pip install tensorflow numpy music21

Dependencies

  • Python 3.x
  • TensorFlow/Keras
  • NumPy
  • Music21

Output

Generated music is saved as a MIDI file.

About

neural network approach to build music notes

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