Generate TV Scripts

Introduction

In this project, I generated Simpsons TV scripts using an RNN. I used part of the Simpsons dataset of scripts from 27 seasons. The Neural Network generates a new TV script for a scene at Moe's Tavern.

Example script generated by the AI model:

moe_szyslak:(lying) no, this is... bo's cavern. mrs. _powers:(disgusted) give me my beer. moe_szyslak: stupid welcome mobile) this goin' on christmas. bart_simpson: all right.(beat) well, maybe i used to sing forward you for the rest of your car. duffman: now, i think we'll see the last bar, moe. moe_szyslak: hey, get outta here! moe_szyslak:(offended) what kind of this! moe_szyslak: whoa, listen, what! homer_simpson:(gasp) / my god, i don't wanna be mine. homer_simpson: larry, is it? my name is apu.

moe_szyslak: well, i love your passion. i make have to feed the books by now that seems to have to offer and i know. moe_szyslak: i've got a better go. homer_simpson: how much respect does i'll give my beer? moe_szyslak: sorry, homer. work on the love of town. homer_simpson: no. moe_szyslak: oh no! you're not