Edit model card

🎡 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

[email protected]


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

Downloads last month

-

Downloads are not tracked for this model. How to track
Inference Examples
Inference API (serverless) does not yet support transformers models for this pipeline type.

Dataset used to train bixoryai/opentunes-ai