Update README.md

README.md

@@ -20,16 +20,31 @@ library_name: sidlingvo
 
 This is a massively multilingual conformer-based speaker recognition model. 
 
-The model was trained with public data only.
+The model was trained with public data only， using the GE2E loss.
 
-The paper: https://arxiv.org/abs/2104.02125
+Paper:
+
+* Multilingual: https://arxiv.org/abs/2104.02125
+* GE2E loss: https://arxiv.org/abs/1710.10467
 
 ```
 @inproceedings{chojnacka2021speakerstew,
   title={{SpeakerStew: Scaling to many languages with a triaged multilingual text-dependent and text-independent speaker verification system}},
   author={Chojnacka, Roza and Pelecanos, Jason and Wang, Quan and Moreno, Ignacio Lopez},
   booktitle={Prod. Interspeech},
-  year={2021}
+  pages={1064--1068},
+  year={2021},
+  doi={10.21437/Interspeech.2021-646},
+  issn={2958-1796},
+}
+
+@inproceedings{wan2018generalized,
+  title={Generalized end-to-end loss for speaker verification},
+  author={Wan, Li and Wang, Quan and Papir, Alan and Moreno, Ignacio Lopez},
+  booktitle={International Conference on Acoustics, Speech and Signal Processing (ICASSP)},
+  pages={4879--4883},
+  year={2018},
+  organization={IEEE}
 }
 ```