License file

README.md

@@ -1,7 +1,7 @@
 ---
 license: other
 license_name: usc-research
-license_link: https://github.com/ihp-lab/VoxParadox/blob/main/LICENSE
+license_link: LICENSE
 language:
 - en
 base_model: nvidia/audio-flamingo-3
@@ -18,6 +18,14 @@ pipeline_tag: audio-text-to-text
 
 # Audio Flamingo 3 + PCLM + DPO
 
+[![ICML 2026](https://img.shields.io/badge/ICML-2026-1d4ed8.svg)](https://icml.cc/Conferences/2026)
+[![Paper](https://img.shields.io/badge/Paper-arXiv-AD1C18.svg)](https://arxiv.org/abs/2605.27772)
+[![Project Page](https://img.shields.io/badge/Project-Page-0EA5E9.svg)](https://voxparadox.github.io/)
+[![Code](https://img.shields.io/badge/GitHub-ihp--lab%2FVoxParadox-181717.svg?logo=github)](https://github.com/ihp-lab/VoxParadox)
+[![Dataset](https://img.shields.io/badge/🤗%20Dataset-IHP--Lab%2FVoxParadox-FFD21E.svg)](https://huggingface.co/datasets/IHP-Lab/VoxParadox)
+[![Qwen2-Audio + PCLM + DPO](https://img.shields.io/badge/🤗%20Sibling%20model-Qwen2--Audio+PCLM+DPO-FFD21E.svg)](https://huggingface.co/IHP-Lab/Qwen2-Audio_PCLM_DPO)
+[![License](https://img.shields.io/badge/License-USC%20Research-228B22.svg)](LICENSE)
+
 PCLM- and DPO-finetuned [Audio Flamingo 3](https://huggingface.co/nvidia/audio-flamingo-3) from
 *Do Audio LLMs Listen or Read? Analyzing and Mitigating Paralinguistic Failures with VoxParadox*
 (ICML 2026).
@@ -73,6 +81,16 @@ python eval.py --predictions runs/eval/af3_pclm_dpo/predictions.jsonl
 PCLM activation is read from this checkpoint's `config.json`
 (`expose_layers=[5, 15, 25, 30]`, `use_sound_pclm=true`).
 
+## Project resources
+
+| Resource | Link |
+|---|---|
+| Paper (arXiv) | <https://arxiv.org/abs/2605.27772> |
+| Project page | <https://voxparadox.github.io/> |
+| Code | <https://github.com/ihp-lab/VoxParadox> |
+| Benchmark | <https://huggingface.co/datasets/IHP-Lab/VoxParadox> |
+| Sibling model (Qwen2-Audio) | <https://huggingface.co/IHP-Lab/Qwen2-Audio_PCLM_DPO> |
+
 ## Citation
 
 ```bibtex
@@ -86,8 +104,7 @@ PCLM activation is read from this checkpoint's `config.json`
 
 ## License
 
-USC Research License (research / non-profit only). See the
-[license file](https://github.com/ihp-lab/VoxParadox/blob/main/LICENSE).
+USC Research License (research / non-profit only). See [`LICENSE`](LICENSE).
 
 The base model (`nvidia/audio-flamingo-3`) carries the NVIDIA non-commercial license
 terms, which continue to apply to the inherited weights.