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deep-privacy · Jun 1, 2023 · f74ad38 · f74ad38
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diff --git a/README.md b/README.md
@@ -34,8 +34,8 @@ git clone https://github.com/deep-privacy/SA-toolkit
 
 ## Quick Torch HUB anonymization example
 
-This locally installs satools, the required pip dependencies are: `torch`, `torchaudio`, `soundfile` and `configargparse`.  
-This version gives access to the python/torch model for inference/testing, but training use `install.sh`.
+This locally installs satools (the required pip dependencies are: `torch`, `torchaudio`, `soundfile` and `configargparse`).  
+This version gives access to the python/torch model for inference/testing, but for training use `install.sh`.
 You can modify `tag_version` accordingly to the available model tag [here](https://github.com/deep-privacy/SA-toolkit/releases).
 
 ```python

diff --git a/satools/README.md b/satools/README.md
@@ -10,7 +10,7 @@ References and Citation
 The technical report of pkwrap is now available [here](https://arxiv.org/abs/2010.03466). The report can
 be cited as in the following bibtex example:
 
-```
+```bibtex
 @article{madikeri2020pkwrap,
   title={Pkwrap: a PyTorch Package for LF-MMI Training of Acoustic Models},
   author={Madikeri, Srikanth and Tong, Sibo and Zuluaga-Gomez, Juan and Vyas, Apoorv and Motlicek, Petr and Bourlard, Herv{\'e}},