Music Recommendation Using Facial Emotion Recognition
Keywords:
Artificial Intelligence (AI), Face Detection, Emotion classification, Convolutional Neural NetworkAbstract
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.
Downloads
References
Vaibhavkumar J. Mistry, Mahesh M. Goyani, "A literature survey on Facial Expression Recognition using Global Features", International Journal of Engineering and Advanced Technology, vol. 2, no. 4, pp. 653-657, April-2013.
Dipika raval, and Mukesh sakle. "A literature review on emotion recognition system using various facial expression." International Journal Of Advance Research And Innovative Ideas In Education 1.2(2015) : 326-329.
Khan, R., & Sharif, O. (2017). A Literature Review on Emotion Recognition Using Various Methods. Global journal of computer science and technology.
Hsiao Chen Chang, Emilien Dupont, William Zhang, CS231N Project: Facial Expression Recognition, 2016 (report)
Saravanan, A., Perichetla, G., & Gayathri, K.S. (2019). Facial Emotion Recognition using Convolutional Neural Networks. ArXiv, abs/1910.05602.
Kumar, Saransh. (2020). Human Facial Expression Recognition Using TensorFlow And OpenCV. 10.13140/RG.2.2.19218.89288.
A.S. Mali, A.A. Kenjale, P.M. Ghatage, A.G. Deshpande, “Mood based Music System,” International Journal of Scientific Research in Computer Science and Engineering, Vol.6, Issue.3, pp.27-30, 2018.
Yadav, Pratiksha, Jyoti Jangid, P. Jyothsna Vani and Purnima Chandrasekar. “Implementation of Emotion based Music Player from Facial Image using SVM.” (2019).
Downloads
Published
How to Cite
Issue
Section
License
Copyright (c) 2022 Perspectives in Communication, Embedded-systems and Signal-processing - PiCES
This work is licensed under a Creative Commons Attribution 4.0 International License.