Parsing through ≈400M strings and determining which form valid English words or phrases

Question

I have the following strings:

Norman Fucking Rockwell
Mariners Apartment Complex
Venice Bitch
Fuck It I Love You
Doin\' Time
Love Song
Cinnamon Girl
How to Di