diff --git a/doc/code/converters/3_audio_converters.ipynb b/doc/code/converters/3_audio_converters.ipynb
index 1ab50705e..4352f0b70 100644
--- a/doc/code/converters/3_audio_converters.ipynb
+++ b/doc/code/converters/3_audio_converters.ipynb
@@ -20,7 +20,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "audio_path: C:\\Users\\nichikan\\source\\repos\\PyRIT-internal\\PyRIT\\dbdata\\prompt-memory-entries\\audio\\1736285919808076.wav\n"
+      "audio_path: C:\\Users\\nichikan\\source\\repos\\PyRIT-internal\\PyRIT\\dbdata\\prompt-memory-entries\\audio\\1736987611650297.wav\n"
      ]
     }
    ],
@@ -104,7 +104,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "audio_path: C:\\Users\\nichikan\\source\\repos\\PyRIT-internal\\PyRIT\\dbdata\\prompt-memory-entries\\audio\\1736285922070776.wav\n"
+      "audio_path: C:\\Users\\nichikan\\source\\repos\\PyRIT-internal\\PyRIT\\dbdata\\prompt-memory-entries\\audio\\1736987613874725.wav\n"
      ]
     }
    ],
@@ -162,19 +162,11 @@
    "id": "8",
    "metadata": {},
    "outputs": [
-    {
-     "name": "stderr",
-     "output_type": "stream",
-     "text": [
-      "Error during table creation: (pyodbc.ProgrammingError) ('42000', \"[42000] [Microsoft][ODBC Driver 18 for SQL Server][SQL Server]Cannot open server 'airtdev' requested by the login. Client with IP address '24.143.98.41' is not allowed to access the server.  To enable access, use the Azure Management Portal or run sp_set_firewall_rule on the master database to create a firewall rule for this IP address or address range.  It may take up to five minutes for this change to take effect. (40615) (SQLDriverConnect); [42000] [Microsoft][ODBC Driver 18 for SQL Server][SQL Server]Cannot open server 'airtdev' requested by the login. Client with IP address '24.143.98.41' is not allowed to access the server.  To enable access, use the Azure Management Portal or run sp_set_firewall_rule on the master database to create a firewall rule for this IP address or address range.  It may take up to five minutes for this change to take effect. (40615)\")\n",
-      "(Background on this error at: https://sqlalche.me/e/20/f405)\n"
-     ]
-    },
     {
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "https://airtstorageaccountdev.blob.core.windows.net/dbdata/prompt-memory-entries/audio/1736285930594797.wav\n"
+      "https://airtstorageaccountdev.blob.core.windows.net/dbdata/prompt-memory-entries/audio/1736987624655216.wav\n"
      ]
     }
    ],