Update README.md

README.md

@@ -15,8 +15,7 @@ library_name: pytorch
 
 # ELF-S2T pretrained weights
 
-Pretrained checkpoints for **"ELF Meets Speech: Audio-Conditioned
-Continuous-Target Diffusion for ASR and Translation"**.
+Pretrained checkpoints for **"Speech Meets ELF: Audio Conditional Continuous-Target Diffusion for Speech Recognition and Translation"**.
 
 Code: https://github.com/Sslnon/ELF-S2T
 
@@ -62,9 +61,13 @@ checkpoint's embedded `config`, so the same command works for every file.
 ## Citation
 
 ```bibtex
-@inproceedings{elfs2t,
-  title  = {ELF Meets Speech: Audio-Conditioned Continuous-Target Diffusion
-            for ASR and Translation},
-  year   = {2026}
+@misc{li2026speechmeetselfaudio,
+      title={Speech Meets ELF: Audio Conditional Continuous-Target Diffusion for Speech Recognition and Translation}, 
+      author={Xuanchen Li and Tianrui Wang and Yuheng Lu and Zikang Huang and Yu Jiang and Chenghan Lin and Chenrui Cui and Ziyang Ma and Xingyu Ma and Chunyu Qiang and Guochen Yu and Xie Chen and Longbiao Wang and Jianwu Dang},
+      year={2026},
+      eprint={2606.10368},
+      archivePrefix={arXiv},
+      primaryClass={cs.SD},
+      url={https://arxiv.org/abs/2606.10368}, 
 }
 ```