https://github.com/santilapi13/recurrent_neural_network_melodies
LSTM Neural Network that can generate coherent melodies from an initial seed of notes and silences 🎶
https://github.com/santilapi13/recurrent_neural_network_melodies
ai keras-tensorflow lstm-neural-networks python rnn
Last synced: 3 months ago
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LSTM Neural Network that can generate coherent melodies from an initial seed of notes and silences 🎶
- Host: GitHub
- URL: https://github.com/santilapi13/recurrent_neural_network_melodies
- Owner: santilapi13
- Created: 2023-12-02T18:56:47.000Z (over 1 year ago)
- Default Branch: main
- Last Pushed: 2024-07-09T21:56:54.000Z (11 months ago)
- Last Synced: 2024-07-10T02:16:02.639Z (11 months ago)
- Topics: ai, keras-tensorflow, lstm-neural-networks, python, rnn
- Language: Python
- Homepage:
- Size: 6.58 MB
- Stars: 1
- Watchers: 2
- Forks: 0
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
Awesome Lists containing this project
README
# RNN Long-Short Term Memory to generate melodies 🎶
This project is fully based on Valerio Velardo videos about AI and music: https://github.com/musikalkemist
RNN-LSTM model trained with traditional German melodies to generate coherent melodies from an initial seed of notes and silences.
## Explanation 👓
In the following document it is explained, in Spanish, how this works:
[RNN Melodías - Grupo 9 - Ávalos, Lapiana, Sosa.pdf](https://github.com/user-attachments/files/16150947/RNN.Melodias.-.Grupo.9.-.Avalos.Lapiana.Sosa.pdf)
If you do not speak Spanish, Valerio Velardo explains it really well in his YouTube channel: https://www.youtube.com/watch?v=FLr0r-QhqH0&list=PL-wATfeyAMNr0KMutwtbeDCmpwvtul-Xz
## Installation 🛠
```python
pip install -r requirements.txt
```