Music Recommendation Using Facial Emotion Recognition - A Survey

Authors

  • Anagha R Rao Dept. Of Computer Science & Engineering, Jyothy Institute of Technology, Bangalore, India
  • Nikita Agarwal Dept. Of Computer Science & Engineering, Jyothy Institute of Technology, Bangalore, India
  • Pooja A Kulkarni Dept. Of Computer Science & Engineering, Jyothy Institute of Technology, Bangalore, India
  • Pooja G K Dept. Of Computer Science & Engineering, Jyothy Institute of Technology, Bangalore, India
  • Nagaraj A Dept. Of Computer Science & Engineering, Jyothy Institute of Technology, Bangalore, India

Keywords:

Artificial Intelligence (AI), Face Detection, Emotion classification, Convolutional Neural Network

Abstract

Emotion plays a vital role in human beings to express their feelings. These feelings can be expressed in various gestures  such as in body language, in the voice tone or in face these emotions are helpful for an individual to understand what they are exactly conveying their thoughts or ideas which helps in better interaction. In this 5G generation the majority of the work is done under the influence of machines hence machine human interaction is very much necessary for making our lives easier. Machines can offer us more help if they are able to perceive and recognize human emotions. These interactions can be made possible only through effective communication which can be divided as verbal or non-verbal. Facial Emotion recognition, one of the crucial non-verbal means by which this communication occurs by identifying the state and mood of the person. In addition to facial emotion. Music also plays a very important role in recognizing an individual emotion. It is also a form of art which lightens the mood of a person it's an entertainment medium for music lovers and listeners. Music has a major impact on person’s mood the main objective of our project is to create an  automated system which plays music according to the user’s emotion which can be beneficial for the user. 

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References

A literature survey on Facial Expression Recognition using

Global Features by Vaibhavkumar J. Mistry, Mahesh M. Goyani ,

A Literature review on Emotion Recognition System Using

Various Facial Expression by Dipika Raval , Mukesh Sakle ,

A Literature Review on Emotion Recognition using Various

Methods by Reeshad Khan & Omar Sharif, 2016

Facial Expression Recognition by Hsiao Chen Chang, Emilien

Dupont, William Zhang 2016

Facial Emotion Recognition using Convolutional Neural

Networks by Akash Saravanan Gurudutt Perichetla

Human Facial Expression Recognition Using TensorFlow And

OpenCV by Saransh Srivastava VIT University Saransh and Dr.

Muthamil Selvan T

Mood based Music System A. S. Mali1, A. A. Kenjale , P. M.

Ghatage , A. G. Deshpande,2018

Implementation of emotion based music player from facial image

using SVM by Pratiksha Yadav, Jyoti Jangid, Purini Vani and

Purnima Chandrasekar,April-2019.

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Published

2022-06-13

How to Cite

[1]
A. R. Rao, N. Agarwal, P. A. Kulkarni, P. G K, and N. A, “Music Recommendation Using Facial Emotion Recognition - A Survey”, pices, pp. 17-19, Jun. 2022.

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Section

Articles