Emotion-Aware Personalized Music Streaming

Ujjwal Pathak; Devendra Bhodke; Swaleha Deshmukh; Vaidehi Patil

Emotion-Aware Personalized Music Streaming

November 2025

Vol-11, Issue-6

Paper ID: 27688

ISSN: 2395-4396

Downloads: 0

Abstract & Details

Research Area

Engineering and Technology

Keywords

Music streaming MERN stack personalization mood-based recommendation user experience adaptive streaming web application architecture

Abstract

Emotion-Aware Personalized Music Streaming is a full-stack music streaming platform developed using the MERN (MongoDB, Express, React, Node.js) framework to deliver intelligent, low-latency, and scalable audio streaming. The system integrates user behaviour analytics and contextual metadata to provide real-time, mood-based music recommendations. The frontend, built with React.js and Tailwind CSS, ensures dynamic rendering and responsive interaction, while the backend employs RESTful APIs, JWT authentication, and Firebase integration for secure and efficient data handling. Emphasis is placed on reducing data consumption, optimizing query performance, and enhancing user engagement through adaptive playlist generation. Comparative analysis demonstrates that Emotion-Aware Personalized Music Streaming achieves higher personalization accuracy and improved streaming efficiency compared to existing platforms, establishing it as a robust, user-centric solution for modern digital music consumption.

License

This work is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

Author Information

#	Name	Institute / Affiliation
1	Ujjwal Pathak	Thakur College Of Engineering & Technology
2	Devendra Bhodke	Thakur College Of Engineering & Technology
3	Swaleha Deshmukh	Thakur College Of Engineering & Technology
4	Vaidehi Patil	Thakur College Of Engineering & Technology

How to Cite

Use the following formats to cite this article in your research.

APA Style

Pathak, Ujjwal, Bhodke, Devendra, Deshmukh, Swaleha, & Patil, Vaidehi (2025). Emotion-Aware Personalized Music Streaming. International Journal of Advance Research and Innovative Ideas In Education, 11(6), 457-465.

MLA Style

Pathak, Ujjwal, et al. "Emotion-Aware Personalized Music Streaming." International Journal of Advance Research and Innovative Ideas In Education, vol. 11, no. 6, 2025, pp. 457-465.

IEEE Style

Ujjwal Pathak, Devendra Bhodke, Swaleha Deshmukh, and Vaidehi Patil, "Emotion-Aware Personalized Music Streaming," International Journal of Advance Research and Innovative Ideas In Education, vol. 11, no. 6, pp. 457-465, 2025.

Vancouver Style

Pathak Ujjwal, Bhodke Devendra, Deshmukh Swaleha, Patil Vaidehi. Emotion-Aware Personalized Music Streaming. International Journal of Advance Research and Innovative Ideas In Education. 2025;11(6):457-465.

Harvard Style

Pathak, Ujjwal, Bhodke, Devendra, Deshmukh, Swaleha, & Patil, Vaidehi (2025) 'Emotion-Aware Personalized Music Streaming', International Journal of Advance Research and Innovative Ideas In Education, 11(6), pp. 457-465.

Chicago Style

Pathak, Ujjwal, et al. "Emotion-Aware Personalized Music Streaming." International Journal of Advance Research and Innovative Ideas In Education 11, no. 6 (2025): 457-465.

Turabian Style

Pathak, Ujjwal, et al. "Emotion-Aware Personalized Music Streaming." International Journal of Advance Research and Innovative Ideas In Education 11, no. 6 (2025): 457-465.