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--- |
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license: mit |
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datasets: |
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- openmusic/pdmx |
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language: |
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- en |
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- es |
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metrics: |
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- accuracy |
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- bleu |
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- perplexity |
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- wer |
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- f1 |
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- mae |
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- mse |
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tags: |
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- audio |
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- music-generation |
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- melody-generation |
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- lyrics-generation |
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- text-to-text |
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- song |
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- songwriting |
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- music |
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- audio-to-audio |
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library_name: transformers |
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--- |
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# 🎵 Opentunes.ai |
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Democratizing music creation with AI - unleash your inner musical genius. |
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## 🎯 Vision |
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Opentunes is an open-source initiative to make musical creation accessible to everyone through AI technology. |
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We believe everyone has musical creativity within them, and AI can help unlock it. |
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## 🎼 Models |
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A suite of AI models for musical generation in active development. |
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## Capabilities |
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1. Music Generation |
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- Melody generation |
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- Rhythm patterns |
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- Full instrumental |
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2. Lyrics Generation |
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- Song lyrics from prompts |
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- Style-specific lyrics |
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- Lyrics-music alignment |
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3. Combined Generation |
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- Complete songs (music + lyrics) |
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- Style-matched pairs |
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- Vocal melody optimization |
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### Phase 1 (Current) |
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- Basic Melody Generator |
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- Task: Basic melody generation from text prompts |
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- Input: Text description |
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- Output: MIDI/Audio melody |
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- Architecture: [model architecture details] |
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- Status: In development |
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- Lyrics Generator |
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- Task: Generate lyrics from themes/prompts |
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- Input: Text description |
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- Output: Style-specific lyrics text generation |
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- Architecture: [model architecture details] |
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- Status: In development |
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### Roadmap |
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1. Harmony Generation |
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- Chord progressions |
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- Harmonic accompaniment |
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2. Rhythm & Beat Generation |
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- Drum patterns |
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- Rhythmic structure |
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3. Genre-Specific Models |
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- Pop, Rock, Jazz etc. |
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4. Full Song Production |
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- Combined melody-harmony-rhythm |
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- Lyrics-melody alignment |
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- Multiple instrument tracks |
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5. Style Transfer |
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- Genre transformation |
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- Style adaptation |
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## 🚀 Getting Started |
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Let the fun begin! |
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## 💻 Development |
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This repository is in active development. We're building: |
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- Music generation models |
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- Training pipelines |
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- Evaluation metrics |
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- Demo applications |
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Project directory structure: |
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opentunes-ai/ |
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├── README.md # Contains metadata + documentation |
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├── models/ |
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│ ├── melody-gen/ # First model |
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│ │ ├── config/ |
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│ │ │ ├── model_config.json |
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│ │ │ └── training_config.json |
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│ │ ├── weights/ |
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│ │ │ └── v0.1.0/ |
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│ │ └── examples/ |
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│ │ ├── input_prompts.json |
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│ │ └── generated_samples/ |
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│ └── lyrics-gen/ # Second model |
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│ ├── config/ |
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│ ├── weights/ |
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│ └── examples/ |
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├── notebooks/ |
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│ ├── melody_development.ipynb |
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│ └── lyrics_development.ipynb |
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├── datasets/ |
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│ ├── melodies/ |
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│ └── lyrics/ |
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└── spaces/ # Gradio demos |
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├── melody-demo/ |
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└── lyrics-demo/ |
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Add .gitattributes for git-lfs |
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.gitattributes # Specify files for git-lfs tracking |
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## 🤝 Contributing |
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We welcome contributions from the community! Whether you're interested in: |
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- Model development |
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- Music theory |
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- ML engineering |
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- Documentation |
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- Testing and feedback |
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## 📝 License |
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[License type - e.g., MIT, Apache] |
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## 🙏 Acknowledgments |
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Built with love by the community for the community. |
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## 📫 Contact |
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[email protected] |
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--- |
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Join us in making music creation accessible to everyone! |
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Let's make some music! 🎶🚀✨ |
