---
license: mit
language:
  - en
library_name: transformers
tags:
  - multimodal
  - text-classification
  - image-classification
  - distilbert
  - vit
  - gated-fusion
  - digital-humanities
---

# Prosody Page Classifiers

Three finetuned models for binary page classification in the
[Princeton Prosody Archive](https://prosody.princeton.edu/) corpus. Labels are
`TU` (0) and `non-TU` (1). Each subfolder is independently loadable
— use whichever modality you have inputs for.

| Folder | Model |
|--------|-------|
| `distilbert-text/` | DistilBERT text classifier (text-only) |
| `vit-image/` | ViT-base image classifier (image-only) |
| `gated-fusion/` | Gated-fusion multimodal classifier (text + image) |

- **`distilbert-text/`** and **`vit-image/`** are standard Hugging Face repos
  (`AutoModelForSequenceClassification` / `AutoModelForImageClassification`).
- **`gated-fusion/`** is a custom multimodal model; load it via the bundled
  `modeling_gatedfusion.py` (see that folder's README).

See each subfolder's `README.md` for a copy-paste usage snippet.