OnyxMunk/daw-audio-workstation
0
๐ต AudioForge: AI-Powered Digital Audio Workstation
Create professional music with AI intelligence - from text prompts to full compositions!
AudioForge is a cutting-edge Digital Audio Workstation (DAW) that combines traditional audio editing capabilities with revolutionary AI-powered music generation. Using advanced machine learning models, you can generate complete musical compositions from natural language descriptions.
โจ Features
๐ผ AI Music Generation
- Text-to-Music: Convert natural language prompts into original compositions
- Song Structure Creation: Automatically generate verses, choruses, bridges, and outros
- Musical Intelligence: Understand harmony, melody, rhythm, and genre conventions
- Creative Direction: Respond to artistic intent and emotional cues
๐๏ธ Professional DAW Features
- Multi-track Audio Editing: Professional-grade audio processing
- MIDI Sequencing: Create and edit MIDI tracks with synthesizers
- Effects Processing: Real-time audio effects and processing
- Stem Separation: AI-powered vocal and instrument isolation
- Audio Analysis: Key detection, tempo analysis, and more
๐น Supported Formats
- Audio: WAV, MP3, FLAC
- MIDI: Full MIDI file support with sequencing
- Export: High-quality audio export capabilities
๐ Quick Start
Generate Music from Text
- Enter a prompt like "upbeat pop song about summer love"
- Select genre (Pop, Rock, Jazz, Electronic, etc.)
- Choose mood (Happy, Sad, Energetic, Calm, etc.)
- Generate and listen to your AI-composed music!
Advanced Music Generation
- Custom tempo and key signatures
- Duration control (10-120 seconds)
- Instrument selection and arrangement options
- Chord progression generation and harmony analysis
๐ต Example Prompts
Try these prompts to get started:
- "Energetic electronic dance track with heavy bass"
- "Romantic jazz ballad for saxophone and piano"
- "Upbeat pop song about first love"
- "Dark cinematic soundtrack with orchestral elements"
- "Funky groove with brass section and rhythm guitar"
๐ ๏ธ Technical Architecture
Backend (FastAPI + Python)
- Music Generation: Hugging Face Transformers with MusicGen
- Audio Processing: Librosa, PyTorch, Torchaudio
- MIDI Generation: Music21, Mido libraries
- Stem Separation: AI-powered vocal/instrument isolation
Frontend (Next.js + React)
- Modern UI: Glass morphism design with Tailwind CSS
- Real-time Audio: Web Audio API integration
- Interactive Timeline: Professional DAW interface
- Responsive Design: Works on desktop and mobile
AI Models
- MusicGen: Facebook's advanced music generation model
- Basic Pitch: Spotify's note transcription model
- Demucs: Meta's music source separation
๐ Model Performance
- Generation Speed: ~10-30 seconds per composition
- Audio Quality: High-fidelity 44.1kHz WAV output
- MIDI Accuracy: Professional-grade note transcription
- Stem Quality: Industry-standard separation
๐ Privacy & Ethics
- Local Processing: All audio processing happens locally
- No Data Storage: Your compositions are not stored or shared
- Open Source: Fully transparent and auditable code
- Creative Freedom: Generate unlimited music for any purpose
๐ค Contributing
AudioForge is open source and welcomes contributions! Areas for improvement:
- New AI Models: Integration of additional music generation models
- Audio Effects: More real-time processing capabilities
- UI Enhancements: Improved user experience and design
- Performance: Faster generation and processing speeds
๐ License
MIT License - see the LICENSE file for details.
๐ Acknowledgments
- Facebook Research for MusicGen
- Spotify for Basic Pitch
- Meta for Demucs
- Hugging Face for the Spaces platform
- Open Source Community for amazing libraries
Made with โค๏ธ using AI and traditional audio engineering
