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Mood Based Music Retrieval System

Authors: Andrew Villca-Rocha, Caroline Hickey, Shivani Dewan and Akhila Ranga

Mood Based Music Retrieval System allows users to make mood-based song queries and it retrieves songs based on the mood of the songs as opposed to music retrieval systems that act like databases.

Environment

You can create the required conda virtual environment using -

conda create --name <env> --file requirements.txt

Usage

Run the searchQuery.py file after modifying the Query variable in main method with your query.

Results

Precision@5 of 0.67 Reciprocal Rank of 0.85

Paper Link - link

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