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Learning deep learning (project 3, generate TV script)

April 4th, 2017

In this class project, I generated my own Simpsons TV scripts using RNNs trained by the Simpsons dataset of scripts from 27 seasons. The Neural Network generated a new TV script for a scene at Moe’s Tavern.

This is the script generated by the network:

moe_szyslak: ya know, i think i'll volunteer, too.
barney_gumble: to homer! it's me! i'm the prime minister of ireland!
moe_szyslak: hey, homer, show ya, are you and, what's wrong which youse?
moe_szyslak: the point is, this drink is the ultimate?
man: yes, moe.
moe_szyslak: ah, that's okay. it's like my dad always said if you would never been so great.
homer_simpson: yeah, they're on top of the alcohol!
homer_simpson: wayne, maybe i can't.
moe_szyslak: ah, that's okay. it's like my dad always said that when i drink.
homer_simpson: you can't be right now what-- like, you should only drink to get back a favor.
homer_simpson: moe, why you bein' so generous and your name!(looks around) oh you, are you sure?
bart_simpson: square as" golden books," pop i had good writers. william faulkner could write an exhaust pipe gag that.
moe_szyslak:" sheriff andy" can't someone else do it

Does it make sense? :)

The full project with code can be found here:
dlnd_tv_script_generation_submit2.html

Author: Xu Cui Categories: deep learning Tags:
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Stork is a publication alert app developed by us at Stanford. As a researcher we often forget to follow up important publications - and it's practically impossible to search many keywords or researchers' names everyday. Stork can help us to search everyday and notifies us when there are new publications/grants. How Stork helped me?

About the author:

Xu Cui is a human brain research scientist in Stanford University. He lives in the Bay Area in the United States. He is also the founder of Stork (smart publication alert app), PaperBox and BizGenius.

 

He was born in He'nan province, China. He received education in Beijing University(BS), University of Tennessee (Knoxville) (MS), Baylor College of Medicine (PhD) and Stanford University (PostDoc). Read more ...
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