Need Help! Motor turns....won't start

So here we go again..just went outside to try and start the car. It started and sputtered like crazy for a few seconds, no matter how much a tried to even out the sputter with the throttle I got no repsonse. Its starting to feel like my fuel pump may be going bad...

I hate assuming, but is that what it sounds like to you guys?