Do I need an internet connection to make a call?

Yes.
All calls must briefly access our servers in order to establish the connection between your virtual number and your contact.
Note that the "Answer via Wi-Fi / Data" option is enabled by default, which means that incoming calls go through the internet. You can change it in the Application Settings.