Voice Calling is now available on Android version of WhatsApp.
I have tried making calls to friends overseas and the audio quality is pretty good. It is comparable to Skype. As it is a new feature there are bound to be hiccups. I noticed that the conversation sometimes just got cut off every 5 to 10 minutes.