How to turn off iphone 4 features?

When I turn my phone on it has a lady talking reading me each feature making me double click to open files. How do I turn this off and get back to normal mode?

Sounds like you enabled VoiceOver. Easiest way to turn it off is to plug into iTunes & on the bottom of its Summary page you would see Configure Universal Access. Rest is self explanatory.