What's wrong with my lawnmower?

I have a Turf Pro riding lawnmower. When I crank it, it idles high but even when I place it as high as fifth gear it moves very slowly and starts to sound as if it's going to cut off. I cleaned the filter, it's obviously not the battery,and I'm clueless when it comes to the engine. Any suggestions will be greatly appreciated.