Genearete TV script with RNN
Published:
About
We use recurrent neural network to generate the text.For training we will use Seinfeld dataset. LSTM is the network architecture, that will be used.
We will implement and train simple network. No paper available.
The script takes a string as an input (beginning of the script) and the network will generate the rest of the script.
Te quality is not the purpose of the project. Quality will be highly correlated with the data set, network size and training time.
The purpose of the project is just to demo the usage of LSTM and how powerful simple LSTM can be.
Implementation
For the implementation we will use Python3 and PyTorch.
Environment
We use Jupyter notebooks to run the code and observe the results.
Code
All code is available on the Github