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The VoxForge Speech Submission Application is a Java Applet. It creates temporary files on your PC to hold your audio as you record each prompt line and then moves them to a zip file to be uploaded to the VoxForge server.
Because of this, the Java Run-time Environment on your PC displays a Security Warning pop-up like this:

It is up to you to decide whether you want to permit the VoxForge Speech Submission Application to run on your PC.
Please be aware that by clicking the "run" button you are permitting this application to run without the security restrictions normally provided by Java.
However, the intent of this application is only to create temporary files to permit you to record your speech and upload the result to the VoxForge server. We don't collect any information from your PC (though there will be a log entry on the web server when you upload your file). Once your close your browser, and your Java Run-time Environment terminates, these files will be removed from your PC.
The good thing about Open Source software is that the source code for this application is available for review, and anyone can confirm this.
Because the front-end server for "voxforge.org" is on a PC connected to a low-bandwidth Internet connection. Whereas "voxforge1.org" is located on a webhoster's server and has a much higher bandwidth connection. This is the same server that currently houses the VoxForge Speech Corpus.
If you click the "more info", you will see something like this:
These are standard Java Applet warnings that appear when you start a Java Application that might use resources on your PC.
And if you click "Certificate Details", you will find a line like this (after clicking the Thawte Freemail Member item in the left-hand menu column):
This shows that the certificate, even though it has "Thawte E-mail Member" as the publisher, is registered to me: kmaclean.