The Spacemen 3's song "walking with Jesus" begins
I walked with Jesus and he would say
"Oh you poor child, you ain't coming to me, no way
You found heaven on Earth, gonna burn for your sin"
But I think I'll be in good company down there with all my friends
Would is obviously used as a conditional, so it should be "if I walked with Jesus". So why "if" was it omitted?