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Color-based music playlist generator: A personalized approach

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V. Nivedita 1, J. Juslin Sega 1, Ramshankar TV 2, *, Jathi Vignesh K 2 and Raja Kannan 2

 1 Assistant Professor, Department of Computer Science and Engineering, SRM Institute of Science and Technology, Ramapuram, Chennai, Tamil Nadu, India.

2 Student, Department of Computer Science and Engineering, SRM Institute of Science and Technology,Ramapuram, Chennai, Tamil Nadu, India.

Review Article

International Journal of Science and Research Archive, 2025, 14(02), 1495-1500

Article DOI: 10.30574/ijsra.2025.14.2.0465

DOI url: https://doi.org/10.30574/ijsra.2025.14.2.0465

Received on 04 January 2025; revised on 15 February 2025; accepted on 18 February 2025

This project presents an innovative music playlist generator designed to align with the user’s emotional state. The system utilizes a real-time emotion input mechanism to curate personalized playlists that reflect the user’s current mood. By integrating a simple user interface with efficient data management and the Fisher-Yates shuffle algorithm, the generator provides a dynamic and engaging music selection experience. Users can select their emotional state via a range slider, which triggers the system to fetch and shuffle a playlist of music tracks from a pre-defined JSON database. The approach enhances traditional music recommendation methods by adding an environmental context, resulting in a more relevant and satisfying listening experience. The system’s modular design allows for future enhancements, such as incorporating advanced recommendation algorithms and expanding its functionality. Overall, this project demonstrates the potential of color-driven recommendations to improve user engagement and satisfaction in music selection.

Color-based Recommendation; Music Playlist Generation; Music Recommendation System; Fisher-Yates Shuffle Algorithm; Color Thief algorithm; JSON Music Database

https://journalijsra.com/sites/default/files/fulltext_pdf/IJSRA-2025-0465.pdf

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V. Nivedita, J. Juslin Sega, Ramshankar TV, Jathi Vignesh K and Raja Kannan. Color-based music playlist generator: A personalized approach. International Journal of Science and Research Archive, 2025, 14(02), 1495-1500. Article DOI: https://doi.org/10.30574/ijsra.2025.14.2.0465.

Copyright © 2025 Author(s) retain the copyright of this article. This article is published under the terms of the Creative Commons Attribution Liscense 4.0

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