Update app.py

app.py

@@ -489,8 +489,8 @@ with demo:
         
     gr.Markdown(
         """
-        <h1 style="text-align: center;">Encrypted de-identification Using Fully Homomorphic Encryption</h1>
-        <p align="center">
+        <h1 style="text-align: center;">Encrypted de-identification Audio Files Using Fully Homomorphic Encryption</h1>
+        <!-- <p align="center">
             <a href="https://github.com/zama-ai/concrete-ml"> <img style="vertical-align: middle; display:inline-block; margin-right: 3px;" width=15 src="file/images/logos/github.png">Concrete-ML</a>
             —
             <a href="https://docs.zama.ai/concrete-ml"> <img style="vertical-align: middle; display:inline-block; margin-right: 3px;" width=15 src="file/images/logos/documentation.png">Documentation</a>
@@ -498,14 +498,14 @@ with demo:
             <a href=" https://community.zama.ai/c/concrete-ml/8"> <img style="vertical-align: middle; display:inline-block; margin-right: 3px;" width=15 src="file/images/logos/community.png">Community</a>
             —
             <a href="https://twitter.com/zama_fhe"> <img style="vertical-align: middle; display:inline-block; margin-right: 3px;" width=15 src="file/images/logos/x.png">@zama_fhe</a>
-        </p>
+        </p> -->
         """
     )
 
     gr.Markdown(
     """
     <p align="center" style="font-size: 16px;">
-        Anonymization makes it impossible to identify a person from a data set and thus allows their privacy to be respected (CNIL) </p> Concealing some of PII information is a helpful technique for de-identification. However, this can't be considered as anonymization. 
+        Anonymization makes it impossible to identify a person from a data set and thus allows their privacy to be respected </p> Concealing some of PII information is a helpful technique for de-identification. However, this can't be considered as anonymization. 
 
     <p align="center" style="font-size: 16px;">
         De-identification uses Fully Homomorphic Encryption (FHE) to conceal personally