UGC Approved Journal no 63975(19)

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

Volume 6 Issue 4
April-2019
eISSN: 2349-5162

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

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Published Paper ID:
JETIR1904M13


Registration ID:
205284

Page Number

76-77

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Title

SMART EMOTION BASED MUSIC PLAYER USING FACIAL RECOGNITION

Abstract

Songs, as a medium of expression, have invariably been a well-liked option to depict and perceive human emotions. Reliable feeling primarily based classification systems will go in helping us and parsing the meaning. However, analysis within the field of emotion-based music classification has not yielded optimum results. In this paper, we pretend to a cross-platform music player. EMP, that recommends music based on real-time mood of the user. Our music player contains three modules: Emotion Module, Music Classification Module and Recommendation Module. The Emotion Module takes an image of the user’s face as an input and makes use of deep learning algorithms to identify their mood with an accuracy of 90.23%. The Music Classification Module makes use of audio features to achieve a remarkable result of 97.69% while classifying songs into 4 different mood classes. The Recommendation Module suggests songs to the user by mapping their emotions to the mood type of the song, taking into consideration the preferences of the user.

Key Words

Emotion module, Face Recognition, Music Player

Cite This Article

"SMART EMOTION BASED MUSIC PLAYER USING FACIAL RECOGNITION", International Journal of Emerging Technologies and Innovative Research (www.jetir.org), ISSN:2349-5162, Vol.6, Issue 4, page no.76-77, April-2019, Available :http://www.jetir.org/papers/JETIR1904M13.pdf

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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

"SMART EMOTION BASED MUSIC PLAYER USING FACIAL RECOGNITION", International Journal of Emerging Technologies and Innovative Research (www.jetir.org | UGC and issn Approved), ISSN:2349-5162, Vol.6, Issue 4, page no. pp76-77, April-2019, Available at : http://www.jetir.org/papers/JETIR1904M13.pdf

Publication Details

Published Paper ID: JETIR1904M13
Registration ID: 205284
Published In: Volume 6 | Issue 4 | Year April-2019
DOI (Digital Object Identifier):
Page No: 76-77
Country: Mumbai, Maharashtra, India .
Area: Engineering
ISSN Number: 2349-5162
Publisher: IJ Publication


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