geri-brs / machine-learning

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Rap Lyrics #4

Open mithi opened 4 years ago

mithi commented 4 years ago

TODO checklist

[ ] Write code to save your model in model.h5 after training
- https://www.tensorflow.org/guide/keras/save_and_serialize
[ ] Load your model from model.h5 and use this model to generate new lyrics, print in the screen
[ ] Use the following script to scrape lyrics from any artist from genius:
- https://github.com/anovaprojectusyd/lyrics-analysis
- https://medium.com/analytics-vidhya/how-to-scrape-song-lyrics-a-gentle-python-tutorial-5b1d4ab351d2

Scrape all the lyrics of:

[ ] eminem
[ ] nicki minaj
[ ] jay z
[ ] kendrick lamar

Make an h5 model for

[ ] eminem
[ ] nicki minaj
[ ] jay z
[ ] kendrick lamar

https://github.com/geri-brs/machine-learning/blob/master/2-machine-learning/Kanye_network.ipynb

mithi commented 4 years ago

Related articles

Taylor Swift vs Artificial Intelligence: Who’s Better? https://towardsdatascience.com/https-medium-com-sh-reya-taylor-swift-or-artificial-intelligence-19f2989ab7a4

She store her lyrics on github https://github.com/irenetrampoline/taylor-swift-lyrics/blob/master/all_tswift_lyrics.txt

Another char-rnn script https://github.com/shreyashankar/char-rnn-tensorflow https://github.com/sherjilozair/char-rnn-tensorflow