ML APPROACH FOR MUSICAL THERAPY  USING FACIAL EXPRESSIONS.

Bhargavi; Chinmayi; K Kanchana; M S Sudhir Srinivas; Kavyashree G M

ML APPROACH FOR MUSICAL THERAPY USING FACIAL EXPRESSIONS.

April 2023

Vol-9, Issue-3

Paper ID: 19963

ISSN: 2395-4396

Downloads: 0

Abstract & Details

Research Area

Computer Engineering

Keywords

Facial expression Emotion Recognition Musical therapy Feature extraction Music Recommendation CNN

Abstract

Music significantly contributes to development and improves one's mood because it is a major source of amusement and motivation to continue. It can help us and give us confidence when we're down. We frequently experience a fall in mood when we listen to depressing music. We experience happiness when we listen to upbeat music. Our paper proposes an Android app, which suggests music to the user depending on his present emotions and thus uplift the user’s mood. This system uses the device camera to take a picture of the user and recognizes his face & facial expressions. We aim to use CNN and Viola Jones algorithms for face detection and compare them both. The FER2013 dataset would be used to test the system.

License

This work is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

Author Information

#	Name	Institute / Affiliation
1	Bhargavi	Sir M Visvesvaraya Institute of Technology
2	Chinmayi	Sir M Visvesvaraya Institute of Technology
3	K Kanchana	Sir M Visvesvaraya Institute of Technology
4	M S Sudhir Srinivas	Sir M Visvesvaraya Institute of Technology
5	Kavyashree G M	Sir M Visvesvaraya Institute of Technology

How to Cite

Use the following formats to cite this article in your research.

APA Style

Bhargavi, Chinmayi, Kanchana, K, Srinivas, M S Sudhir, & M, Kavyashree G (2023). ML APPROACH FOR MUSICAL THERAPY USING FACIAL EXPRESSIONS.. International Journal of Advance Research and Innovative Ideas In Education, 9(3), 59-64.

MLA Style

Bhargavi, et al. "ML APPROACH FOR MUSICAL THERAPY USING FACIAL EXPRESSIONS.." International Journal of Advance Research and Innovative Ideas In Education, vol. 9, no. 3, 2023, pp. 59-64.

IEEE Style

Bhargavi, Chinmayi, K Kanchana, M S Sudhir Srinivas, and Kavyashree G M, "ML APPROACH FOR MUSICAL THERAPY USING FACIAL EXPRESSIONS.," International Journal of Advance Research and Innovative Ideas In Education, vol. 9, no. 3, pp. 59-64, 2023.

Vancouver Style

Bhargavi, Chinmayi, Kanchana K, Srinivas M S Sudhir, M Kavyashree G. ML APPROACH FOR MUSICAL THERAPY USING FACIAL EXPRESSIONS.. International Journal of Advance Research and Innovative Ideas In Education. 2023;9(3):59-64.

Harvard Style

Bhargavi, Chinmayi, Kanchana, K, Srinivas, M S Sudhir, & M, Kavyashree G (2023) 'ML APPROACH FOR MUSICAL THERAPY USING FACIAL EXPRESSIONS.', International Journal of Advance Research and Innovative Ideas In Education, 9(3), pp. 59-64.

Chicago Style

Bhargavi, et al. "ML APPROACH FOR MUSICAL THERAPY USING FACIAL EXPRESSIONS.." International Journal of Advance Research and Innovative Ideas In Education 9, no. 3 (2023): 59-64.

Turabian Style

Bhargavi, et al. "ML APPROACH FOR MUSICAL THERAPY USING FACIAL EXPRESSIONS.." International Journal of Advance Research and Innovative Ideas In Education 9, no. 3 (2023): 59-64.