Talk That Talk means: Talking that talk is to say that you don’t believe in it. Talking that talk can be likened to someone saying “Preach”. You can also say, “Talk that talk.” It can also mean: To speak up. It is to speak your mind. (in Community Dictionary, added by Reuben Whitaker)