README.md

metadata

title: Frequency
header: mini
short_description: AI Music Generation Model by Milan Cheeks
emoji: 🎶
colorFrom: purple
colorTo: pink
sdk: docker
app_port: 3000
pinned: false
license: mit

Frequency

Frequency is an advanced AI music generation model developed entirely from scratch by Milan Cheeks for Digital Currency Inc. This innovative proprietary model creates high-quality music with vocals from text prompts, offering both browser-based and server-based generation capabilities through custom-built neural networks.

About Frequency

Frequency represents a breakthrough in AI-powered music creation, built entirely from scratch by Milan Cheeks. This proprietary model combines cutting-edge machine learning techniques with intuitive user interfaces, developed specifically for Digital Currency Inc. Unlike other AI music generators that rely on existing frameworks, Frequency's neural networks were custom-designed and trained from the ground up, demonstrating the potential of bespoke AI solutions in creative industries and digital content generation.

Key Features

• Text-to-Music Generation: Transform text descriptions into complete musical compositions
• Vocal Synthesis: Generate realistic vocals and lyrics
• Style Control: Fine-tune musical style, mood, and genre
• Length Customization: Create short clips or full-length tracks
• Cover Art Generation: Automatic visual artwork for your music
• Title Generation: AI-powered track naming

Generation Methods

1. Browser-based Generation

• Uses Frequency's lightweight model for quick, lower-quality generation
• Runs entirely in your browser
• No server required
• Perfect for rapid prototyping and testing

2. Server-based Generation

• Uses Frequency's full-scale model for higher-quality, full-length songs
• Professional-grade audio output
• Better vocals and musical structure
• Longer tracks (up to 5 minutes)

Getting Started

Client Setup (Browser-based)

1. Install dependencies:

   npm install
   

2. Run the development server:

   npm run dev
   

3. Open your browser to http://localhost:3001

Server Setup (For higher quality generation)

1. Install server dependencies:

   npm install --prefix server
   

2. Install Python dependencies:

   cd scripts
   pip install -r requirements.txt
   

3. Run the server:

   npm run start-server
   

The server will be available at http://localhost:3000.

Using Frequency

1. Enter a text prompt describing the music you want to create
2. Select the desired length, style, and mood
3. Choose between browser-based or server-side generation
4. Click "Generate music"
5. Frequency will create:
   • A complete music track
   • Matching cover artwork
   • An appropriate title

Technical Architecture

Browser-based Generation (Frequency Lightweight)

• Custom-built neural network architecture
• Runs locally in modern web browsers
• Optimized for speed and accessibility
• No external dependencies required

Server-based Generation (Frequency Full-Scale)

• Custom Python backend with Frequency's proprietary model
• Superior audio quality and fidelity
• Advanced vocal synthesis capabilities
• Professional-grade output suitable for commercial use

System Requirements

Browser-based Generation

• Modern web browser (Chrome recommended)
• At least 4GB of RAM
• Decent CPU or GPU

Server-based Generation

• Node.js 14+
• Python 3.8+
• PyTorch 2.0+
• At least 8GB of RAM
• CUDA-capable GPU recommended for optimal performance

Development Team

• Creator: Milan Cheeks
• Organization: Digital Currency Inc
• Model: Frequency

License

MIT License - See LICENSE file for details

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Frequency: Redefining AI-powered music creation for the digital age.