[HTML][HTML] An ongoing review of speech emotion recognition

J de Lope, M Graña - Neurocomputing, 2023 - Elsevier
User emotional status recognition is becoming a key feature in advanced Human Computer
Interfaces (HCI). A key source of emotional information is the spoken expression, which may …

An efficient feature selection method for arabic and english speech emotion recognition using Grey Wolf Optimizer

I Shahin, OA Alomari, AB Nassif, I Afyouni, IA Hashem… - Applied Acoustics, 2023 - Elsevier
Nowadays, analyzing and interpreting emotions through human speech communication
have drawn a great attention in the field of human-computer interaction. Therefore, many …

A low-rank matching attention based cross-modal feature fusion method for conversational emotion recognition

Y Shou, X Cao, D Meng, B Dong, Q Zheng - arXiv preprint arXiv …, 2023 - arxiv.org
Conversational emotion recognition (CER) is an important research topic in human-
computer interactions. Although deep learning (DL) based CER approaches have achieved …

Beyond Deep Learning: Charting the Next Frontiers of Affective Computing

A Triantafyllopoulos, L Christ, A Gebhard… - Intelligent …, 2024 - spj.science.org
Affective computing (AC), like most other areas of computational research, has benefited
tremendously from advances in deep learning (DL). These advances have opened up new …

COVID-19 detection systems using deep-learning algorithms based on speech and image data

AB Nassif, I Shahin, M Bader, A Hassan, N Werghi - Mathematics, 2022 - mdpi.com
The global epidemic caused by COVID-19 has had a severe impact on the health of human
beings. The virus has wreaked havoc throughout the world since its declaration as a …

Emotional speaker identification using a novel capsule nets model

AB Nassif, I Shahin, A Elnagar, D Velayudhan… - Expert Systems with …, 2022 - Elsevier
Speaker recognition systems are widely used in various applications to identify a person by
their voice; however, the high degree of variability in speech signals makes this a …

Analyzing the Influence of different Speech Data Corpora and Speech Features on Speech Emotion Recognition: A Review

T Rathi, M Tripathy - Speech Communication, 2024 - Elsevier
Emotion recognition from speech has become crucial in human-computer interaction and
affective computing applications. This review paper examines the complex relationship …

MMFN: Emotion recognition by fusing touch gesture and facial expression information

YK Li, QH Meng, YX Wang, HR Hou - Expert Systems with Applications, 2023 - Elsevier
Human social interaction is a multimodal process that integrates several communication
channels, such as speech, facial expressions, body gestures, and touch. For intelligent …

[HTML][HTML] Targeted aspect-based emotion analysis to detect opportunities and precaution in financial Twitter messages

S García-Méndez, F de Arriba-Pérez… - Expert Systems with …, 2023 - Elsevier
Microblogging platforms, of which Twitter is a representative example, are valuable
information sources for market screening and financial models. In them, users voluntarily …

Tri-integrated convolutional neural network for audio image classification using Mel-frequency spectrograms

A Khurana, S Mittal, D Kumar, S Gupta… - Multimedia Tools and …, 2023 - Springer
Emotion is a state which encompasses a variety of physiological phenomena. Classification
of emotions has many applications in fields like customer review, product evaluation …