Hello, here are two websites I found dealing with different English dialects. http://web.ku.edu/idea/index.htm , http://webspace.ship.edu/cgboer/dialectsofenglish.html
Since I am a native speaker, I can definitely tell when people speak a different dialect than myself.
You cannot recognise US...