README.md

---
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

## 🚀 Getting Started
Let the fun begin!

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

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

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

## 📝 License
[License type - e.g., MIT, Apache]

## 🙏 Acknowledgments
Built with love by the community for the community.

## 📫 Contact
[email protected]

---
Join us in making music creation accessible to everyone!
Let's make some music! 🎶🚀✨