readme license

README.md

@@ -1,5 +1,7 @@
 ---
-license: cc-by-nc-4.0
+license: other
+license_name: usc-research
+license_link: LICENSE
 language:
 - en
 pretty_name: VoxParadox
@@ -104,12 +106,20 @@ report with `--report report.json`.
 
 ## License
 
-Released under **CC BY-NC 4.0**. Audio was synthesized via commercial TTS
-engines (ElevenLabs, GPT-4o, Microsoft Azure); commercial reuse of the audio
-is subject to those vendors' terms of service.
+Released under the **USC Research License** (research and non-profit use only;
+commercial use requires a separate license). See [`LICENSE`](LICENSE) for the
+full text.
 
-## Citation
-
-> *Do Audio LLMs Listen or Read? Analyzing and Mitigating Paralinguistic Failures with VoxParadox.*
+Audio was synthesized via commercial TTS engines (ElevenLabs, GPT-4o,
+Microsoft Azure); any commercial reuse of the audio is additionally subject
+to those vendors' terms of service.
 
-(BibTeX to be added upon publication.)
+## Citation
+```bibtex
+@inproceedings{pang2026voxparadox,
+  title     = {Do Audio LLMs Listen or Read? Analyzing and Mitigating Paralinguistic Failures with VoxParadox},
+  author    = {Pang, Jiacheng and Chaubey, Ashutosh and Soleymani, Mohammad},
+  booktitle = {Proceedings of the International Conference on Machine Learning (ICML)},
+  year      = {2026}
+}
+```