Starting problem

1999 gmc sonoma 2.2 4 cylinder 83k

i am having an issue probably about every 10 starts. I will turn the key and no warning lights or noises will come on and then I try to crank the engine and all I get is a clicking noise then it sounds like its sucking air then another click and it just stops, then I start it fine with no problems. But it only happens about every 10 starts. I just cleaned my plugs and checked all my wires to make sure there not loose. Any help would be great