Merge pull request #2553 from SOMNATH0904/master

Added Song Clustering Project

Author: Sulagna-Dutta-Roy

Song Clustering/README.md

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+# Song Clustering
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+## Description	
+Use machine learning algorithms to dynamically cluster songs into different genres or themes based on their lyrics. 
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+## Tech stacks
+* Python and python libraries
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+## DataBase
+* Link 🔗: https://open.spotify.com/playlist/uSk2zfQ3brX7
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+## Solution 
+- Data Collection and Preprocessing: Collect a diverse dataset of song lyrics.
+Preprocess the lyrics by removing stop words and punctuation.
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+- Feature Extraction: Convert preprocessed lyrics into numerical
+
+- K-Means Clustering: Choose the number of clusters (K) using methods like the elbow method.
+Apply the K-Means algorithm to group songs based on lyric similarities.
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+## Images
+![image](https://drive.google.com/file/d/1fzVwcXG0PrSTo0iqfA4BU-dEw3UwCXBY/view?usp=sharing)
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+![image](https://drive.google.com/file/d/17zAPc1llos2r8U6___RTJpW4fUKCFyc6/view?usp=sharing)
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