Speech emotion recognition: Emotional models, databases, features, preprocessing methods, supporting modalities, and classifiers

MB Akçay, K Oğuz - Speech Communication, 2020 - Elsevier
Speech is the most natural way of expressing ourselves as humans. It is only natural then to
extend this communication medium to computer applications. We define speech emotion …

A comprehensive review of speech emotion recognition systems

TM Wani, TS Gunawan, SAA Qadri, M Kartiwi… - IEEE …, 2021 - ieeexplore.ieee.org
During the last decade, Speech Emotion Recognition (SER) has emerged as an integral
component within Human-computer Interaction (HCI) and other high-end speech processing …

Dialoguegcn: A graph convolutional neural network for emotion recognition in conversation

D Ghosal, N Majumder, S Poria, N Chhaya… - arXiv preprint arXiv …, 2019 - arxiv.org
Emotion recognition in conversation (ERC) has received much attention, lately, from
researchers due to its potential widespread applications in diverse areas, such as health …

Recognition of human emotions using EEG signals: A review

MM Rahman, AK Sarkar, MA Hossain… - Computers in biology …, 2021 - Elsevier
Assessment of the cognitive functions and state of clinical subjects is an important aspect of
e-health care delivery, and in the development of novel human-machine interfaces. A …

Dialoguernn: An attentive rnn for emotion detection in conversations

N Majumder, S Poria, D Hazarika, R Mihalcea… - Proceedings of the …, 2019 - ojs.aaai.org
Emotion detection in conversations is a necessary step for a number of applications,
including opinion mining over chat history, social media threads, debates, argumentation …

Dialoguecrn: Contextual reasoning networks for emotion recognition in conversations

D Hu, L Wei, X Huai - arXiv preprint arXiv:2106.01978, 2021 - arxiv.org
Emotion Recognition in Conversations (ERC) has gained increasing attention for
developing empathetic machines. Recently, many approaches have been devoted to …

Deep learning for human affect recognition: Insights and new developments

PV Rouast, MTP Adam, R Chiong - IEEE Transactions on …, 2019 - ieeexplore.ieee.org
Automatic human affect recognition is a key step towards more natural human-computer
interaction. Recent trends include recognition in the wild using a fusion of audiovisual and …

Affectnet: A database for facial expression, valence, and arousal computing in the wild

A Mollahosseini, B Hasani… - IEEE Transactions on …, 2017 - ieeexplore.ieee.org
Automated affective computing in the wild setting is a challenging problem in computer
vision. Existing annotated databases of facial expressions in the wild are small and mostly …

A survey of sentiment analysis in social media

L Yue, W Chen, X Li, W Zuo, M Yin - Knowledge and Information Systems, 2019 - Springer
Sentiments or opinions from social media provide the most up-to-date and inclusive
information, due to the proliferation of social media and the low barrier for posting the …

Emotion recognition in conversation: Research challenges, datasets, and recent advances

S Poria, N Majumder, R Mihalcea, E Hovy - IEEE access, 2019 - ieeexplore.ieee.org
Emotion is intrinsic to humans and consequently, emotion understanding is a key part of
human-like artificial intelligence (AI). Emotion recognition in conversation (ERC) is …