SRAM Omniums are a lot stiffer than the road cranks you are using.
They are 144 bcd and 1/8 so you will need to change the crank set , the bottom bracket, chain, and the rear cog.
Thats a lot of money in my book.
Keep an eye on Ebay or Craigs list for a used set.
Good luck.