Update

README.md

@@ -1,5 +1,3 @@
-![Image from VALL-E paper.](https://valle-demo.github.io/pics/Overview.jpg)
-
 # VALL-E
 
 An unofficial PyTorch implementation of [VALL-E](https://valle-demo.github.io/), based on the [EnCodec](https://github.com/facebookresearch/encodec) tokenizer.
@@ -50,7 +48,7 @@ python -m vall_e.train yaml=config/your_data/ar_or_nar.yml
 
 ## Citations
 
-```
+```bibtex
 @article{wang2023neural,
   title={Neural Codec Language Models are Zero-Shot Text to Speech Synthesizers},
   author={Wang, Chengyi and Chen, Sanyuan and Wu, Yu and Zhang, Ziqiang and Zhou, Long and Liu, Shujie and Chen, Zhuo and Liu, Yanqing and Wang, Huaming and Li, Jinyu and others},
@@ -59,7 +57,7 @@ python -m vall_e.train yaml=config/your_data/ar_or_nar.yml
 }
 ```
 
-```
+```bibtex
 @article{defossez2022highfi,
   title={High Fidelity Neural Audio Compression},
   author={Défossez, Alexandre and Copet, Jade and Synnaeve, Gabriel and Adi, Yossi},