Attention driven fusion for multi-modal emotion recognition

D Priyasad, T Fernando, S Denman… - ICASSP 2020-2020 …, 2020 - ieeexplore.ieee.org
Deep learning has emerged as a powerful alternative to hand-crafted methods for emotion
recognition on combined acoustic and text modalities. Baseline systems model emotion …

A novel spatio-temporal convolutional neural framework for multimodal emotion recognition

M Sharafi, M Yazdchi, R Rasti, F Nasimi - Biomedical Signal Processing …, 2022 - Elsevier
Proposing a practical method for high-performance emotion recognition could facilitate
human–computer interaction. Among existing methods, deep learning techniques have …

Recursive joint attention for audio-visual fusion in regression based emotion recognition

RG Praveen, E Granger… - ICASSP 2023-2023 IEEE …, 2023 - ieeexplore.ieee.org
In video-based emotion recognition (ER), it is important to effectively leverage the
complementary relationship among audio (A) and visual (V) modalities, while retaining the …

Using multi-inception CNN for face emotion recognition

A Altaher, Z Salekshahrezaee… - Journal of …, 2020 - journalbe.com
One integral and necessary part of human behavior is emotion, which affects the way people
communicate. Although human beings can recognize and interpret facial expressions, the …

A dynamic fusion of features from deep learning and the HOG-TOP algorithm for facial expression recognition

H Chouhayebi, MA Mahraz, J Riffi, H Tairi - Multimedia Tools and …, 2024 - Springer
Facial expression recognition plays an essential role in surveillance videos, anxiety
treatment, expression analysis, gesture recognition, computer games, patient monitoring …

Human Emotion Recognition Based on Spatio-Temporal Facial Features Using HOG-HOF and VGG-LSTM

H Chouhayebi, MA Mahraz, J Riffi, H Tairi, N Alioua - Computers, 2024 - mdpi.com
Human emotion recognition is crucial in various technological domains, reflecting our
growing reliance on technology. Facial expressions play a vital role in conveying and …

[PDF][PDF] Speech Emotion Recognition Using Deep Learning

D Nagaraj - 2024 - esource.dbs.ie
This study delves into the realm of emotion recognition in speech, employing advanced
deep learning techniques to analyse and categorize emotions from audio data. The primary …