Facial emotion recognition and music recommendation system using CNN-based deep learning techniques

B Bakariya, A Singh, H Singh, P Raju, R Rajpoot… - Evolving Systems, 2024 - Springer
Abstract Facial Expression Recognition (FER) is utilized in various fields, such as education,
gaming, robotics, healthcare, and others. Facial expression techniques, for instance, an …

Emotion based music recommendation system using LSTM-CNN architecture

S Joshi, T Jain, N Nair - 2021 12th International Conference on …, 2021 - ieeexplore.ieee.org
In the current era of media and technology, music information retrieval techniques have
made progress in the past years but the music recommendation system is still at a …

Deep learning for facial emotion recognition using custom CNN architecture

MRA Borgalli, S Surve - Journal of Physics: Conference Series, 2022 - iopscience.iop.org
Human facial expressions are an indication of true emotions. To recognize facial
expressions accurately is useful in the field of Artificial Intelligence, Computing, Medical, e …

Facial emotions recognition using convolutional neural net

F Ghaffar - arXiv preprint arXiv:2001.01456, 2020 - arxiv.org
Facial expressions vary from person to person, and the brightness, contrast, and resolution
of every random image are different. This is why recognizing facial expressions is very …

Real-time facial emotion recognition

D Shah, K Chavan, S Shah… - 2021 2nd Global …, 2021 - ieeexplore.ieee.org
An important aspect of human beings is their ability to display emotions. Emotions form the
basis of intimate means of communications between one another. Recognition of emotions …

Facial emotion recognition using deep convolutional neural network

E Pranav, S Kamal, CS Chandran… - 2020 6th International …, 2020 - ieeexplore.ieee.org
The rapid growth of artificial intelligence has contributed a lot to the technology world. As the
traditional algorithms failed to meet the human needs in real time, Machine learning and …

Optimal facial feature based emotional recognition using deep learning algorithm

T Kumar Arora, P Kumar Chaubey… - Computational …, 2022 - Wiley Online Library
Humans have traditionally found it simple to identify emotions from facial expressions, but it
is far more difficult for a computer system to do the same. The social signal processing …

A Novel Emotion based Music Recommendation System using CNN

VT Priyanka, YR Reddy, D Vajja… - … and Control Systems …, 2023 - ieeexplore.ieee.org
Music has a unique emotional connection with humans. It is a means of connecting
individuals from all over the world. On the other hand, it is a highly difficult task to generalize …

Emotion recognition through facial gestures-a deep learning approach

S Mishra, GRB Prasada, RK Kumar… - Mining Intelligence and …, 2017 - Springer
As defined by some theorists, human emotions are discrete and consistent responses to
internal or external events which have significance for an organism. They constitute a major …

Facial Emotion Based Music Recommendation System using computer vision and machine learning techiniques

SK Shalini, R Jaichandran… - Turkish journal of …, 2021 - search.proquest.com
The face is an important aspect in predicting human emotions and mood. Usually the human
emotions are extracted with the use of camera. There are many applications getting …