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Analyzing Musical Artists using Neural Networks 🎼

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Lyrical Distinction · Build Status npm

Analyzing Musical Artists from representations of their lyrics

Running the Model

To run the model:

python model/learner.py

If no argument is specified, learner creates a serialized object of the dictionary that is created from the CSV embeddings.

python model/learner.py -r

If an argument is specified, learner reads from a serialized object instead of reconstructing the dictionary from the CSV. Note: We are serializing and saving the csv embeddings so that we don't have to recompute the dictionary as we change and test various hyperparameters.


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Analyzing Musical Artists using Neural Networks 🎼

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