Update README.md

README.md

@@ -8,11 +8,10 @@ base_model:
 # Model Card for Diva Llama 3
 
 <!-- Provide a quick summary of what the model is/does. [Optional] -->
-This is an end-to-end Voice Assistant Model which can handle speech and text as inputs. It is trained using distillation loss. More details will be in a paper [COMING SOON]!
+This is an end-to-end Voice Assistant Model which can handle speech and text as inputs. It is trained using distillation loss. More details in the [pre-print](https://arxiv.org/abs/2410.02678) here.
 
-See the model in action compared to SALMONN and Qwen-Audio at [diva-audio.github.io](https://diva-audio.github.io).
+See the model in action at [diva-audio.github.io](https://diva-audio.github.io).
 ## Citation
-No Publication As of Yet, But If You Use Please Cite the Below
 **BibTeX:**
 
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