Project 3 of Udacity's DLND: In this project, we learn how to generate your own 'Seinfeld' TV scripts using RNNs. We use a Seinfeld dataset of scripts from 9 seasons of the show. The Neural Network you'll build will generate a new, "fake" TV script.
A snippet of a 1000 word fake script that the network produced:
jerry:(to kramer) hey, i don't know how you did.
kramer:(to the drake) hello?
elaine: hey.
jerry: i think so.
george:(to george) i was just trying to get a good conversation for the guy...
kramer: oh.
jerry: oh, i was in my car, i was a little girl.
kramer: yeah.
jerry: yeah, well i think you should have been consulted about it.
elaine: well, you should do that.
elaine: what is this?
jerry: well, i just think i can have the car.
jerry:(to george) hey, i don't know what to say.
george:(pause) oh, yeah.
jerry: oh, you know what? i don't know what it means... i just want to know what it is.
jerry:(to kramer) you know, you should be careful. i mean, it's a little unusual,
it's a very exciting person.
jerry:(pause) oh, you know, i don't know...
jerry: i think i was in this position, but i'm not gonna go to the movies with her, and
then i have to take the bathroom.(the woman starts eating the door) i mean, i know.
kramer: oh! i think it's a fantastic mistake.
george:(on the phone) it's the merv griffin cleaning.(george leaves)
elaine:(to jerry) so how about that guy? i have to tell you that i was just
gonna tell her i was willing to do that.
elaine: i can't believe it.
kramer: well, i'm sorry. i'm gonna do this.(to elaine) i was just curious.
george: oh, i know. i don't know what to do. i was thinking, i was thinking.
george:(animated to the door) oh.
elaine:(pause) you know what, i have to go to a funeral?
george: i can't believe this.