They Can't Say The Same Thing!

Logic Level 1

There are 3 people standing on trial for a crime that they may commit. The following dialog took place:

Person one: I am not lying.
Person two: I am not lying.
Person three: Person two is not lying.

Given that exactly one of these people is telling the truth, who spoke the truth?