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A Deep Learning based approach to generate song lyrics of famous artists.

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Lyrics-Generator

A Deep Learning based approach to generate song lyrics of famous artists.

We use LSTM and Bidirectional LSTM to generate lyrics just like the artist whose dataset we choose.

Dataset

We will use the dataset: Taylor Swift Song Lyrics from all the albums from Kaggle.

And will try to generate new lines of lyrics with a few words as a jumpstart.

Results

Image

Future Vision

This is a very basic approach to start with, we can add more data to increase the prediction quality. Moreover, we can use some different architecture and work more intensively as well.

I did this project as a 'Weekend Skills Brush-up". I will be trying to push this ahead someday later.

Feel free to reproduce and make it better. Also, do let me know about it.

Ways to reach me:

aravindnaidulinkedin aravindnaiduinstagram aravindnaidumedium aravindnaidutwitter

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A Deep Learning based approach to generate song lyrics of famous artists.

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