UGC Approved Journal no 63975(19)

ISSN: 2349-5162 | ESTD Year : 2014
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Published in:

Volume 9 Issue 2
February-2022
eISSN: 2349-5162

UGC and ISSN approved 7.95 impact factor UGC Approved Journal no 63975

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Published Paper ID:
JETIR2202408


Registration ID:
320653

Page Number

e52-e58

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Title

Emotion Mapping based Music Recommendation System using Machine Learning

Abstract

Emotion Mapping based Music Recommendation System is to provide users with suggestions that match their emotions and to assist them accordingly. The image is first captured and then converted to an emoji, and future analysis is done through the emoji’s face. Analyzing a user's emotional facial expressions can help them understand the subject’s current emotional or mental state. Music is an area that is likely to change a person's mood. It is well known that people use facial expressions to express what they want to say and the meaning of words more clearly. By developing an emotion mapping system, users can determine their mental state, and if they are unwell, they can change their mood by listening to pop-up messages containing songs. User’s facial features are captured with the help of a webcam. By combining the user's photographs and emotion, the appropriate analysis is done, and the songs are displayed.

Key Words

Sentiment, Emotion Analysis, Music Recommendation, Emoji, Human face, Neural Networks, CNN, RNN

Cite This Article

"Emotion Mapping based Music Recommendation System using Machine Learning", International Journal of Emerging Technologies and Innovative Research (www.jetir.org), ISSN:2349-5162, Vol.9, Issue 2, page no.e52-e58, February-2022, Available :http://www.jetir.org/papers/JETIR2202408.pdf

ISSN


2349-5162 | Impact Factor 7.95 Calculate by Google Scholar

An International Scholarly Open Access Journal, Peer-Reviewed, Refereed Journal Impact Factor 7.95 Calculate by Google Scholar and Semantic Scholar | AI-Powered Research Tool, Multidisciplinary, Monthly, Multilanguage Journal Indexing in All Major Database & Metadata, Citation Generator

Cite This Article

"Emotion Mapping based Music Recommendation System using Machine Learning", International Journal of Emerging Technologies and Innovative Research (www.jetir.org | UGC and issn Approved), ISSN:2349-5162, Vol.9, Issue 2, page no. ppe52-e58, February-2022, Available at : http://www.jetir.org/papers/JETIR2202408.pdf

Publication Details

Published Paper ID: JETIR2202408
Registration ID: 320653
Published In: Volume 9 | Issue 2 | Year February-2022
DOI (Digital Object Identifier):
Page No: e52-e58
Country: Mumbai, Maharashtra, India .
Area: Science & Technology
ISSN Number: 2349-5162
Publisher: IJ Publication


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