Emotion based music recommendation

Emotion based music recommendation

Registration ID: IJNRD_206684

Published ID: IJNRD2310111

DOI: Click Here to Get

Vrajkumar Parekh

Facial emotion recognition, Convolution neural network, Transfer learning

The feelings contained in the human face have a great influence on decisions and arguments about various issues. Listening to music can reduce stress. Music plays a significant role in mood. Automatic extraction of these emotions from images of human faces can help in human-computer interaction as well as many other applications. Machine learning algorithms, especially deep neural networks, can learn complex features and classify complex patterns. In this paper, a deep learning-based framework for human emotion detection is presented. The proposed framework uses deep convolutional neural networks and transfer learning methods. The experimental results show that the proposed features increase the speed and accuracy of training the neural network.

Published Paper   E-Certificate

"Emotion based music recommendation", IJNRD - INTERNATIONAL JOURNAL OF NOVEL RESEARCH AND DEVELOPMENT (www.IJNRD.org), ISSN:2456-4184, Vol.8, Issue 10, page no.b93-b100, October-2023, Available :https://ijnrd.org/papers/IJNRD2310111.pdf

Volume 8 Issue 10, October-2023

Pages : b93-b100

Paper Reg. ID: IJNRD_206684

Published Paper Id: IJNRD2310111

Downloads: 000121162

Research Area: Computer Engineering 

Country: Anand, Gujarat, India

Published Paper PDF: https://ijnrd.org/papers/IJNRD2310111.pdf

Published Paper URL: https://ijnrd.org/viewpaperforall?paper=IJNRD2310111

Journal Name: INTERNATIONAL JOURNAL OF NOVEL RESEARCH AND DEVELOPMENT(IJNRD)

ISSN: 2456-4184 | IMPACT FACTOR: 8.76 Calculated By Google Scholar | ESTD YEAR: 2016

An International Scholarly Open Access Journal, Peer-Reviewed, Refereed Journal Impact Factor 8.76 Calculate by Google Scholar and Semantic Scholar | AI-Powered Research Tool, Multidisciplinary, Monthly, Multilanguage Journal Indexing in All Major Database & Metadata, Citation Generator

Publisher: IJNRD (IJ Publication) Janvi Wave

This work is licensed under a Creative Commons Attribution 4.0 International License and The Open Definition

Call For Paper - Volume 10 | Issue 8 | August 2025

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INTERNATIONAL JOURNAL OF NOVEL RESEARCH AND DEVELOPMENT (IJNRD) aims to explore advances in research pertaining to applied, theoretical and experimental Technological studies. The goal is to promote scientific information interchange between researchers, developers, engineers, students, and practitioners working in and around the world. IJNRD will provide an opportunity for practitioners and educators of engineering field to exchange research evidence, models of best practice and innovative ideas.

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