Update README.md

README.md

@@ -15,9 +15,6 @@ pipeline_tag: automatic-speech-recognition
   <a href="https://github.com/augustgw/early-exit-transformer" target="_blank" style="margin: 2px;">
     <img alt="GitHub" src="https://img.shields.io/badge/GitHub-Splitformer-181717?logo=github&logoColor=white" style="display: inline-block; vertical-align: middle;"/>
   </a>
-  <a href="https://arxiv.org/abs/2501.12948" target="_blank" style="margin: 2px;">
-    <img alt="arXiv" src="https://img.shields.io/badge/arXiv-2501.12948-b31b1b?logo=arxiv&logoColor=white" style="display: inline-block; vertical-align: middle;"/>
-  </a>
   <a href="LICENSE" style="margin: 2px;">
     <img alt="License" src="https://img.shields.io/badge/License-MIT-f5de53?&color=white" style="display: inline-block; vertical-align: middle;"/>
   </a>
@@ -31,6 +28,8 @@ This architecture introduces **parallel downsampling layers** before the first a
 
 Our code for training and inference is available on our [GitHub](https://github.com/augustgw/early-exit-transformer) repository.
 
+**Maxence Lasbordes, Daniele Falavigna, and Alessio Brutti, *Splitformer: An improved early-exit architecture for automatic speech recognition on edge devices*, Proc. of EUSIPCO 2025.**
+
 ### 2. Results on LibriSpeech
 
 <table>