Can I make voice calls using my Twilio mobile number?

Not yet, Twilio mobile numbers can only be used to send SMS messages. They are not enabled for Voice. You will need to get a local, national or toll free number to use the voice capabilities. See here for more detail on the capabilities of Twilio phone numbers.