Algorithm composition and emotion recognition based on machine learning

J He - Computational Intelligence and Neuroscience, 2022 - Wiley Online Library
… Music’s emotion, on the other hand, is not static. This paper uses a machine learning algorithm
to create a model of music composition and emotion recognition. The following are some …

[HTML][HTML] A systematic survey on multimodal emotion recognition using learning algorithms

N Ahmed, Z Al Aghbari, S Girija - Intelligent Systems with Applications, 2023 - Elsevier
… on machine learning and deep learning algorithms because they … emotion recognition.
They perform well in terms of classification, and they are more accurate at detecting emotions

Optimization of machine learning algorithm of emotion recognition in terms of human facial expressions

E Ivanova, G Borzunov - Procedia Computer Science, 2020 - Elsevier
… The existing approaches of the emotion recognition systems construction was analyzed …
emotion recognition system based on a neural network, which includes an optimized algorithm

Emotion recognition using multi-modal data and machine learning techniques: A tutorial and review

J Zhang, Z Yin, P Chen, S Nichele - Information Fusion, 2020 - Elsevier
… Finally, we compare different ML and deep learning algorithms for emotion recognition
and suggest several open problems and future research directions in this exciting and fast-…

A brief review of facial emotion recognition based on visual information

BC Ko - sensors, 2018 - mdpi.com
… If emotional oriented deep-learning algorithms can be developed and combined with
additional Internet-of-Things sensors in the future, it is expected that FER can improve its …

Automated emotion recognition based on higher order statistics and deep learning algorithm

R Sharma, RB Pachori, P Sircar - Biomedical Signal Processing and …, 2020 - Elsevier
… Deep learning algorithm In this study, a deep learning algorithm is used to classify the
emotional EEG signals. The deep learning model contains two different units, namely, the …

Design and evaluation of a deep learning algorithm for emotion recognition

RR Subramanian, CS Niharika, DU Rani… - … and Control Systems …, 2021 - ieeexplore.ieee.org
… Abstract—Facial emotion recognition is one of the most … application of emotion recognition
where seven different emotions such … Humans can produce thousands of emotions in different …

Multimodal emotion recognition using deep learning

SMSA Abdullah, SYA Ameen, MAM Sadeeq… - Journal of Applied …, 2021 - jastt.org
… a review of emotional recognition of multimodal signals using deep learning and comparing
… Results show that the SVM algorithm has modified a lot to speech emotion recognition with …

Addressing bias in machine learning algorithms: A pilot study on emotion recognition for intelligent systems

A Howard, C Zhang, E Horvitz - 2017 IEEE Workshop on …, 2017 - ieeexplore.ieee.org
… in learning algorithms for intelligent systems by focusing on the emotion recognition problem…
We first present baseline outcomes for a cloud-based emotion recognition algorithm applied …

Speech emotion recognition based on an improved brain emotion learning model

ZT Liu, Q Xie, M Wu, WH Cao, Y Mei, JW Mao - Neurocomputing, 2018 - Elsevier
emotion recognition method based on an improved BEL model is proposed, in which Genetic
Algorithm (… GA is a global, random and adaptive algorithm with stronger parallel processing …