Back to corpus
research noteexperiment writeup candidatescore 24
Diffusion System Setup Guide
1. **Project Structure** - Created `diffusion/` module with proper package structure - Set up configuration system (`configs/`) - Organized into logical subdirectories (data, models, training, inference)
Full HTML reader
Read the full artifact
Extracted abstract or opening context
**Status**: Phase 0 Complete ✅ **Next**: Ready to install dependencies and build Phase 1
1. **Project Structure** - Created `diffusion/` module with proper package structure - Set up configuration system (`configs/`) - Organized into logical subdirectories (data, models, training, inference)
2. **Documentation** - Main README with full architecture overview - Configuration files with extensive comments - This setup guide
3. **Dependencies** - Updated `requirements.txt` with all necessary packages: - Audio processing (librosa, soundfile, madmom, aubio) - Vector search (FAISS, hnswlib) - Diffusion models (diffusers, k-diffusion) - Training utilities (accelerate, wandb)
4. **Configuration Files** - `phrase_database.yaml`: Full configuration for building phrase DB - `vqvae.yaml`: Complete VQ-VAE tokenizer setup
Promotion decision
What has to happen next
Attach run IDs, datasets, metrics, and reproduction commands.
Why this is not always a full paper yet
Corpus pages are public-safe readers for discovered workspace artifacts. They are not automatically final papers. A corpus item becomes a polished paper only after the editable source, evidence checkpoints, references, figures, render path, and release status are attached through the paper schema.