The name of this bike is a reference to the streetfighter style of motorcycle common in urban areas. A streetfighter is a sportbike stripped of its fairings, often with an aftermarket headlight. They are commonly used for stunting and are an example of a naked bike.
In the PSP version of the game, the pitch sound of the Streetfighter is lower than the PS2 version. It is very noticeable.