Update CITATION (#3687)

CITATION

-@article{yang2021torchaudio,
-  title={TorchAudio: Building Blocks for Audio and Speech Processing},
-  author={Yao-Yuan Yang and Moto Hira and Zhaoheng Ni and Anjali Chourdia and Artyom Astafurov and Caroline Chen and Ching-Feng Yeh and Christian Puhrsch and David Pollack and Dmitriy Genzel and Donny Greenberg and Edward Z. Yang and Jason Lian and Jay Mahadeokar and Jeff Hwang and Ji Chen and Peter Goldsborough and Prabhat Roy and Sean Narenthiran and Shinji Watanabe and Soumith Chintala and Vincent Quenneville-Bélair and Yangyang Shi},
-  journal={arXiv preprint arXiv:2110.15018},
-  year={2021}
+@misc{hwang2023torchaudio,
+      title={TorchAudio 2.1: Advancing speech recognition, self-supervised learning, and audio processing components for PyTorch}, 
+      author={Jeff Hwang and Moto Hira and Caroline Chen and Xiaohui Zhang and Zhaoheng Ni and Guangzhi Sun and Pingchuan Ma and Ruizhe Huang and Vineel Pratap and Yuekai Zhang and Anurag Kumar and Chin-Yun Yu and Chuang Zhu and Chunxi Liu and Jacob Kahn and Mirco Ravanelli and Peng Sun and Shinji Watanabe and Yangyang Shi and Yumeng Tao and Robin Scheibler and Samuele Cornell and Sean Kim and Stavros Petridis},
+      year={2023},
+      eprint={2310.17864},
+      archivePrefix={arXiv},
+      primaryClass={eess.AS}
 }

README.md

@@ -57,6 +57,17 @@ If you find this package useful, please cite as:
 }
 ```
 
+```bibtex
+@misc{hwang2023torchaudio,
+      title={TorchAudio 2.1: Advancing speech recognition, self-supervised learning, and audio processing components for PyTorch}, 
+      author={Jeff Hwang and Moto Hira and Caroline Chen and Xiaohui Zhang and Zhaoheng Ni and Guangzhi Sun and Pingchuan Ma and Ruizhe Huang and Vineel Pratap and Yuekai Zhang and Anurag Kumar and Chin-Yun Yu and Chuang Zhu and Chunxi Liu and Jacob Kahn and Mirco Ravanelli and Peng Sun and Shinji Watanabe and Yangyang Shi and Yumeng Tao and Robin Scheibler and Samuele Cornell and Sean Kim and Stavros Petridis},
+      year={2023},
+      eprint={2310.17864},
+      archivePrefix={arXiv},
+      primaryClass={eess.AS}
+}
+```
+
 Disclaimer on Datasets
 ----------------------
 

docs/source/index.rst

@@ -388,3 +388,14 @@ In BibTeX format:
       journal={arXiv preprint arXiv:2110.15018},
       year={2021}
     }
+
+.. code-block:: bibtex
+
+   @misc{hwang2023torchaudio,
+      title={TorchAudio 2.1: Advancing speech recognition, self-supervised learning, and audio processing components for PyTorch}, 
+      author={Jeff Hwang and Moto Hira and Caroline Chen and Xiaohui Zhang and Zhaoheng Ni and Guangzhi Sun and Pingchuan Ma and Ruizhe Huang and Vineel Pratap and Yuekai Zhang and Anurag Kumar and Chin-Yun Yu and Chuang Zhu and Chunxi Liu and Jacob Kahn and Mirco Ravanelli and Peng Sun and Shinji Watanabe and Yangyang Shi and Yumeng Tao and Robin Scheibler and Samuele Cornell and Sean Kim and Stavros Petridis},
+      year={2023},
+      eprint={2310.17864},
+      archivePrefix={arXiv},
+      primaryClass={eess.AS}
+   }