---
license: mit
datasets:
- openmusic/pdmx
language:
- en
- es
metrics:
- accuracy
- bleu
- perplexity
- wer
- f1
- mae
- mse
tags:
- audio
- music-generation
- melody-generation
- lyrics-generation
- text-to-text
- song
- songwriting
- music
- audio-to-audio
library_name: transformers
---
# 🎡 Opentunes.ai

Democratizing music creation with AI - unleash your inner musical genius.

## 🎯 Vision
Opentunes is an open-source initiative to make musical creation accessible to everyone through AI technology. 
We believe everyone has musical creativity within them, and AI can help unlock it.

## 🎼 Models
A suite of AI models for musical generation in active development.

## Capabilities
1. Music Generation
   - Melody generation
   - Rhythm patterns
   - Full instrumental

2. Lyrics Generation
   - Song lyrics from prompts
   - Style-specific lyrics
   - Lyrics-music alignment

3. Combined Generation
   - Complete songs (music + lyrics)
   - Style-matched pairs
   - Vocal melody optimization

### Phase 1 (Current)
- Basic Melody Generator
  - Task: Basic melody generation from text prompts
  - Input: Text description
  - Output: MIDI/Audio melody
  - Architecture: [model architecture details]
  - Status: In development
- Lyrics Generator
  - Task: Generate lyrics from themes/prompts
  - Input: Text description
  - Output: Style-specific lyrics text generation
  - Architecture: [model architecture details]
  - Status: In development


### Roadmap
1. Harmony Generation
   - Chord progressions
   - Harmonic accompaniment
2. Rhythm & Beat Generation
   - Drum patterns
   - Rhythmic structure
3. Genre-Specific Models
   - Pop, Rock, Jazz etc.
4. Full Song Production
   - Combined melody-harmony-rhythm
   - Lyrics-melody alignment
   - Multiple instrument tracks
5. Style Transfer
   - Genre transformation
   - Style adaptation

## πŸš€ Getting Started
Let the fun begin!

## πŸ’» Development
This repository is in active development. We're building:
- Music generation models
- Training pipelines
- Evaluation metrics
- Demo applications

Project directory structure:
opentunes-ai/
β”œβ”€β”€ README.md           # Contains metadata + documentation
β”œβ”€β”€ models/
β”‚   β”œβ”€β”€ melody-gen/    # First model
β”‚   β”‚   β”œβ”€β”€ config/
β”‚   β”‚   β”‚   β”œβ”€β”€ model_config.json
β”‚   β”‚   β”‚   └── training_config.json
β”‚   β”‚   β”œβ”€β”€ weights/
β”‚   β”‚   β”‚   └── v0.1.0/
β”‚   β”‚   └── examples/
β”‚   β”‚       β”œβ”€β”€ input_prompts.json
β”‚   β”‚       └── generated_samples/
β”‚   └── lyrics-gen/    # Second model
β”‚       β”œβ”€β”€ config/
β”‚       β”œβ”€β”€ weights/
β”‚       └── examples/
β”œβ”€β”€ notebooks/
β”‚   β”œβ”€β”€ melody_development.ipynb
β”‚   └── lyrics_development.ipynb
β”œβ”€β”€ datasets/          
β”‚   β”œβ”€β”€ melodies/
β”‚   └── lyrics/
└── spaces/           # Gradio demos
    β”œβ”€β”€ melody-demo/
    └── lyrics-demo/

Add .gitattributes for git-lfs
.gitattributes        # Specify files for git-lfs tracking


## 🀝 Contributing
We welcome contributions from the community! Whether you're interested in:
- Model development
- Music theory
- ML engineering
- Documentation
- Testing and feedback

## πŸ“ License
[License type - e.g., MIT, Apache]

## πŸ™ Acknowledgments
Built with love by the community for the community.

## πŸ“« Contact
develop@bixory.ai

---
Join us in making music creation accessible to everyone!
Let's make some music! πŸŽΆπŸš€βœ¨