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Natural-Language-Processing

Overview

The application scrapes artists' lyrics from a website and save them locally. It builds a model that can predict the artist given some song lyrics. We make it into a python program that a user can interact with.

Implementation of the method

Two artists Random-Chance and Random-Axe are chosen. Their lyrics are scraped from 'https://www.lyrics.com'. After some featue enginnering, MultinomialNB is trained.

Tech Stack

Pandas scikit-learn NumPy MultinomialNB BeautifulSoup nltk

About

Natural Language Processing (NLP) and web scrapping. The multinomial Naive Bayes classifier is used for the classification.

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