---
title: AudioRubrics
emoji: 🎧
colorFrom: gray
colorTo: pink
sdk: gradio
sdk_version: 6.15.1
app_file: app.py
short_description: Audio reasoning with evolving rubric rewards
python_version: "3.12"
startup_duration_timeout: 1h
---

# AudioRubrics

Interactive demo for [Reinforcement Learning with Evolving Rubrics as Rewards for Audio Reasoning](https://huggingface.co/papers/2608.02831).

Upload an audio clip, ask a question about what you hear, and the model will reason step-by-step before answering.

**Model:** [umd-zhou-lab/AudioRubrics](https://huggingface.co/umd-zhou-lab/AudioRubrics) — a Qwen2.5-Omni-7B model fine-tuned with GRPO using self-evolving, audio-grounded rubric rewards.