Update README.md

README.md

@@ -27,6 +27,18 @@ pip install -e .
 cd egs2/voxceleb/spk1
 ./run.sh --skip_data_prep false --skip_train true --download_model espnet/voxcelebs12_ecapa_wavlm_joint
 ```
+```python
+import numpy as np
+from espnet2.bin.spk_inference import Speech2Embedding
+
+# from uploaded models
+speech2spk_embed = Speech2Embedding.from_pretrained(model_tag="espnet/voxcelebs12_rawnet3")
+embedding = speech2spk_embed(np.zeros(16500))
+
+# from checkpoints trained by oneself
+speech2spk_embed = Speech2Embedding(model_file="model.pth", train_config="config.yaml")
+embedding = speech2spk_embed(np.zeros(32000))
+```
 
 <!-- Generated by scripts/utils/show_spk_result.py -->
 # RESULTS
@@ -263,28 +275,9 @@ distributed: true
   author={Shinji Watanabe and Takaaki Hori and Shigeki Karita and Tomoki Hayashi and Jiro Nishitoba and Yuya Unno and Nelson Yalta and Jahn Heymann and Matthew Wiesner and Nanxin Chen and Adithya Renduchintala and Tsubasa Ochiai},
   title={{ESPnet}: End-to-End Speech Processing Toolkit},
   year={2018},
-  booktitle={Proceedings of Interspeech},
+  booktitle={Proc. Interspeech},
   pages={2207--2211},
   doi={10.21437/Interspeech.2018-1456},
   url={http://dx.doi.org/10.21437/Interspeech.2018-1456}
 }
-
-
-
-
-
-
-```
-
-or arXiv:
-
-```bibtex
-@misc{watanabe2018espnet,
-  title={ESPnet: End-to-End Speech Processing Toolkit},
-  author={Shinji Watanabe and Takaaki Hori and Shigeki Karita and Tomoki Hayashi and Jiro Nishitoba and Yuya Unno and Nelson Yalta and Jahn Heymann and Matthew Wiesner and Nanxin Chen and Adithya Renduchintala and Tsubasa Ochiai},
-  year={2018},
-  eprint={1804.00015},
-  archivePrefix={arXiv},
-  primaryClass={cs.CL}
-}
 ```