Development and progress in sensors and technologies for human emotion recognition

S Pal, S Mukhopadhyay, N Suryadevara - Sensors, 2021 - mdpi.com
With the advancement of human-computer interaction, robotics, and especially humanoid
robots, there is an increasing trend for human-to-human communications over online …

Machine learning model for mapping of music mood and human emotion based on physiological signals

A Garg, V Chaturvedi, AB Kaur, V Varshney… - Multimedia Tools and …, 2022 - Springer
Emotion is considered a physiological state that appears whenever a transformation is
observed by an individual in their environment or body. While studying the literature, it has …

Music recommendation based on face emotion recognition

M Athavle, D Mudale, U Shrivastav… - Journal of Informatics …, 2021 - jieee.a2zjournals.com
We propose a new approach for playing music automatically using facial emotion. Most of
the existing approaches involve playing music manually, using wearable computing …

Facial Emotion Based Song Recommendation System

K Vayadande, P Narkhede, S Nikam… - 2023 International …, 2023 - ieeexplore.ieee.org
The impact of Song on human emotions and behavior is a well-established field of study,
and there is growing interest in developing systems that can recommend music based on a …

Exploring Machine Learning Techniques for Music Emotion Classification: A Comprehensive Review

S Shelke, M Patil - 2024 11th International Conference on …, 2024 - ieeexplore.ieee.org
Music Emotion Recognition (MER) has made substantial advancements in recent years,
driven by improvements in signal processing, machine learning, and interdisciplinary …

Impression and pleasure-based music playlist generation method for placing the listener in a positive mood

S MORIZUMI, A OGINO - International Journal of Affective …, 2023 - jstage.jst.go.jp
This paper proposes a method for the automatic design of personalized playlists that place a
listener in a positive mood (uplifting or relaxing feelings) based on an individual's …

Improved Facial Emotion Recognition using Yolo and DeepFace for Music suggestion

M Gunasekar, A Panneerselvam… - … on Electronics and …, 2022 - ieeexplore.ieee.org
The most ideal characteristic in the human being that differentiates one another is their face.
Sometimes Opinion of a person can be estimated from their facial expressions. Emotion …

Scientific Exploration of Music Recommendation System Using Facial Expressions

JP Singh, JK Bhatia - Advances in Data and Information Sciences …, 2022 - Springer
This paper is about the music recommendation system, which will provide songs to the user
according to their facial expressions or emotions. The deep learning algorithm and the CNN …

Machine Learning Techniques based Audio Player to Soothe Human Emotions

KN Prasanthi, GS Tejaswi, MJ Sai… - … Computing and Data …, 2022 - ieeexplore.ieee.org
People in the current world are suffering from lot of stress related diseases due to various
reasons. High stress levels may lead to various health hazards like high blood pressure …

[PDF][PDF] 'Emotion-based music recommender system using viola-jones and CNN

B Dharne, N Shukla, A Hooda… - Int. J. Res. Appl. Sci. Eng …, 2023 - academia.edu
The goal of this project is to develop an emotion-based music recommender system that
provides personalized music recommendations based on the user's current emotional state …