tv_script_generation
Generate a TV script by defining and training a RNN network using PyTorch
Introduction
In this project, I have generated my own Seinfeld TV scripts using RNNs. I have used Seinfeld dataset of scripts from 9 seasons. The Neural Network will generate a new, "fake" TV script.
Getting the project files
The project files can be found in our my public GitHub repo, in the tv-script-generation folder. You can download the files from there. If you want to clone the repository to your computer using:
git clone https://github.com/pmojiri/tv_script_generation.git
This way you can stay up to date with any changes I make by pulling the changes to your local repository with git pull.
Open a terminal window and navigate to the project folder. Open the notebook and follow the instructions.
jupyter notebook dlnd_tv_script_generation.ipynb
Example generated script
jerry: i think i was going to do this. it's a good time.
hoyt: you are not getting married. they have a bonus.
captain: oh no no no no no no no no, i didnt.
frank: i was thinking about that term.
hoyt: i don't know, you know, i don't want to talk to her. i'm sorry i could have been able to be on the plane.
hoyt: you want to be the same one?
hoyt: what happened?
estelle: i was in mortal danger.
jerry: you want to go to paris.
jerry: oh, i think so.
estelle:(to george) i was a little adjustment in the morning.
elaine: so you were in the mood?
estelle: well, what do you think?
captain: i think i can go.
hoyt: i don't want any money.
captain: oh, no. no. no.
estelle: what? what do you think about that?
frank: yes, yes, yes, that's the most thing i can.
estelle: you were doing the crime of trivial york.
hoyt: what do he want to say to you?
captain: well, i was a successful boy, i know that i was held into a wheelchair.
hoyt: well, the whole thing is, and i was going to get out.
hoyt: you don't have a good idea. i can't hear that!
estelle: what happened to the defendant?
jerry: yeah, i know, but i was thinking to the contest.
jerry: what are you doing?
frank: that's what i was saying.
frank: you were getting married. i don't know where the whole thing are. but i think i can do it.
captain: ladies and gentlemen.
hoyt: what are you doing?
estelle: you know, jackie has been exposed to be a little