Update README.md

README.md

@@ -4,7 +4,7 @@ library_name: pyannote-audio
 tags:
 - reverb
 ---
-
+Details on the model, it's performance, and more available [on Arxiv](https://arxiv.org/abs/2410.03930).
 For more information on how to run this diarization model see https://github.com/revdotcom/reverb/tree/main/diarization
 
 Reverb diarization V2 provides a 22.25% relative improvement in WDER (Word Diarization Error Rate) compared to the baseline pyannote3.0 model, evaluated on over 1,250,000 tokens across five different test suites.
@@ -31,5 +31,19 @@ with open("audio.rttm", "w") as rttm:
     diarization.write_rttm(rttm)
 ```
 
+# Cite this Model
+If you use this model please use the following citation:
+```
+@misc{bhandari2024reverbopensourceasrdiarization,
+      title={Reverb: Open-Source ASR and Diarization from Rev}, 
+      author={Nishchal Bhandari and Danny Chen and Miguel Ángel del Río Fernández and Natalie Delworth and Jennifer Drexler Fox and Migüel Jetté and Quinten McNamara and Corey Miller and Ondřej Novotný and Ján Profant and Nan Qin and Martin Ratajczak and Jean-Philippe Robichaud},
+      year={2024},
+      eprint={2410.03930},
+      archivePrefix={arXiv},
+      primaryClass={cs.CL},
+      url={https://arxiv.org/abs/2410.03930}, 
+}
+```
+
 # License
 See LICENSE for details.