https://github.com/fx818/music-generation-using-lstm-tensorflow-

Generates music when given an initial seed
https://github.com/fx818/music-generation-using-lstm-tensorflow-

lstm lstm-neural-networks midi music21 tensorflow

Last synced: about 19 hours ago
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Generates music when given an initial seed

• Host: GitHub
• URL: https://github.com/fx818/music-generation-using-lstm-tensorflow-
• Owner: fx818
• Created: 2025-01-02T08:24:35.000Z (7 days ago)
• Default Branch: main
• Last Pushed: 2025-01-04T06:59:17.000Z (5 days ago)
• Last Synced: 2025-01-04T07:34:27.450Z (5 days ago)
• Topics: lstm, lstm-neural-networks, midi, music21, tensorflow
• Language: Jupyter Notebook
• Homepage:
• Size: 2.23 MB
• Stars: 0
• Watchers: 2
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

        
# Music Generation using `LSTM Tensorflow`

This is `generative model` which when given some initial seed (starting note and rests) generate a whole melody music

## We are going to use

1. `Music21`

2. `LSTM-TensorFlow`

> The song data is preprocessed using python library `music21`

> Then we have transpose the songs like converting them in C major and A minor

> Then we have used LSTM layer to make the model

> We have to give an initial seed to generate the music

### E.g. of seed

`64 _ _ 62 _ r _ 60 _.....`

Here r is rest and numbers are notes

### E.g. of generated melody

![image](https://github.com/user-attachments/assets/a0cd9f44-fb7f-4f44-8c72-2fcfde89d7fa)