---
title: DuplexJev Vision — voice + picture
emoji: 👁️
colorFrom: green
colorTo: gray
sdk: gradio
sdk_version: 5.50.0
python_version: 3.10.13
app_file: app.py
pinned: true
license: apache-2.0
short_description: Judge a voice against a picture in one forward pass
models:
  - adventists-ai/DuplexJev-32B-Vision
tags:
  - audio
  - vision
  - multimodal
  - emotion-recognition
  - speech
---

DuplexJev-32B-Vision (research preview): multiple-choice decisions that need both what it hears and what it sees.
Code: https://github.com/adventists-ai/duplexjev · Paper: arXiv:2610.02638