Surfacing Control: Targeted Interventions in DiT Models for Creative Expression in Multiple Domains

This repository contains the official supplementary code for:

Surfacing Control: Targeted Interventions in DiT Models for Creative Expression in Multiple Domains

Links

• Supplementary Images & Audio (GitHub Pages)
• Stable Diffusion 3.0 Medium
• Stable Audio Open Small

Running Audio Experiments

1. Install requirements for audio generation:

pip install -r code_examples/audio-requirements.txt

2. Run Gradio Demo:

python audio-generation-demo.py

in code_examples/. You can modify the script to use your own prompts and parameter settings.

Running Image Experiments

1. Install requirements for image experiments:

pip install -r code_examples/image-requirements.txt

2. Run gradio demo:

python image-generation-demo.py

in code_examples/. You can modify the script to use your own prompts and parameter settings.

Repo Contents

• code_examples/ — Example scripts and demos for running and modifying the models
• generated_audio/ — Example audio outputs generated with Stable Audio Small (WAV)
• generated_images/ — Example images generated with SD-3-medium (PNG)
• audio-requirements.txt — Python dependencies for running the audio code
• image-requirements.txt — Python dependencies for running the image code
• index.html & _config.yml - html file and configuration for GitHub Pages.