While driving the car stopped picking up speed?

I was driving down the street and all of a sudden, my car stopped picking up speed, no matter how much I press the gas to the floor it still won't pull itself. It isn't making any noise, it's really quiet. When I try pressing the gas to the floor it won't pick up speed.