Music Recommendation Using Facial Emotion Recognition

Authors

  • Nikita Agarwal Dept. Of Computer Science & Engineering Jyothy Institute of Technology, Visvesvaraya Technological University Thataguni Post, Bengaluru-560082, India
  • Anagha R Rao Dept. Of Computer Science & Engineering Jyothy Institute of Technology, Visvesvaraya Technological University Thataguni Post, Bengaluru-560082, India
  • Pooja A Kulkarni Dept. Of Computer Science & Engineering Jyothy Institute of Technology, Visvesvaraya Technological University Thataguni Post, Bengaluru-560082, India
  • Pooja G K Dept. Of Computer Science & Engineering Jyothy Institute of Technology, Visvesvaraya Technological University Thataguni Post, Bengaluru-560082, India
  • Nagaraj A Dept. Of Computer Science & Engineering Jyothy Institute of Technology, Visvesvaraya Technological University Thataguni Post, Bengaluru-560082, 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 are they 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 emotions .It is also a form of art which lightens the mood of an 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

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Hsiao Chen Chang, Emilien Dupont, William Zhang, CS231N Project: Facial Expression Recognition, 2016 (report)

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Published

2022-08-05

How to Cite

[1]
N. Agarwal, A. R Rao, P. A Kulkarni, P. G K, and N. A, “Music Recommendation Using Facial Emotion Recognition”, pices, pp. 55-59, Aug. 2022.

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Articles