Generate tv scripts or dialogs using Seinfeld scripts database using AI
This network is going to generate Seinfeld TV scripts using RNNs. it will be using a Seinfeld dataset of scripts from 9 seasons. The Neural Network will generate a new, "fake" TV script.
-
Download the Seinfeld Chronicles
-
Number of unique words: 46367
-
Number of lines: 109233
-
Average number of words in each line: 5.544240293684143
RNN(
(embedding): Embedding(21388, 256)
(lstm): LSTM(256, 256, num_layers=2, batch_first=True, dropout=0.5)
(fc): Linear(in_features=256, out_features=21388, bias=True)
)
Loss has been achieved up to 3.27 with 10 epochs
jerry: and kramer comes over to her office, and they were a very important person.
jerry:(pointing to his notebook) oh, you know, you know, i just want to see her naked, and i just got the same thing, you know, i have no control of that.
newman: well, i just wanted to go.
kramer: well, i'm not going to be the one who deserved a lot of humor.
jerry: well, you know, it's not fair.
jerry:(to george) you know, i'm sorry, i'm sorry. i was wondering, i was going to the movies.
jerry: oh, yeah.
george:(to jerry) hey, hey.
elaine: hey, hey! you see what? i was trying to get it out.
george: oh, yeah.
kramer: well, i'm sorry about the show.
elaine: yeah.
jerry: well, i don't think so, i don't think i have to talk, i was in the hospital.
jerry: oh, no.(they both leave) what are you doing?
jerry: no, you don't know.
elaine: oh, yeah.
kramer: hey, what are you talking about?
jerry: yeah, well, you know, you can get it out of it, i just wanted to talk.
jerry: i don't know. you know, the only part of the world series. i mean i'm going.
george: you know what?
kramer: yeah, i just got the car out of the building...
george:(still in his head) i don't know what the hell are they gonna be able to say something?
jerry: no.
george:(to george) i was just curious.
jerry:(to elaine) oh, no, i can't believe it!(to kramer) you know what? you were in the bathroom.