You need to stop being so self conscious. I had the same problem for YEARS during puberty and whatnot. I'm not sure what happened, but once you learn to relax and stay calm, things go a lot smoother. You only get better with practice, so keep at it.

Just curious, are you referring to conversation with complete strangers you're looking to get to know, or people you are familiar with?