Mttm: Metamorphic testing for textual content moderation software

W Wang, J Huang, W Wu, J Zhang… - 2023 IEEE/ACM 45th …, 2023 - ieeexplore.ieee.org
The exponential growth of social media platforms such as Twitter and Facebook has
revolutionized textual communication and textual content publication in human society …

User-generated video emotion recognition based on key frames

J Wei, X Yang, Y Dong - Multimedia Tools and Applications, 2021 - Springer
Video is an important medium in communication and entertainment, and thus, an intelligent
understanding of videos has attracted widespread interest in academic community. Video …

Emotion recognition in low-resource settings: An evaluation of automatic feature selection methods

F Haider, S Pollak, P Albert, S Luz - Computer Speech & Language, 2021 - Elsevier
Research in automatic affect recognition has seldom addressed the issue of computational
resource utilization. With the advent of ambient intelligence technology which employs a …

An image is worth a thousand toxic words: A metamorphic testing framework for content moderation software

W Wang, J Huang, J Huang, C Chen… - 2023 38th IEEE/ACM …, 2023 - ieeexplore.ieee.org
The exponential growth of social media platforms has brought about a revolution in
communication and content dissemination in human society. Nevertheless, these platforms …

A comparison of machine learning algorithms and feature sets for automatic vocal emotion recognition in speech

C Doğdu, T Kessler, D Schneider, M Shadaydeh… - Sensors, 2022 - mdpi.com
Vocal emotion recognition (VER) in natural speech, often referred to as speech emotion
recognition (SER), remains challenging for both humans and computers. Applied fields …

A joint hierarchical cross‐attention graph convolutional network for multi‐modal facial expression recognition

C Xu, Y Du, J Wang, W Zheng, T Li… - Computational …, 2024 - Wiley Online Library
Emotional recognition in conversations (ERC) is increasingly being applied in various IoT
devices. Deep learning‐based multimodal ERC has achieved great success by leveraging …

Emotion Recognition by Video: A review

J Xue, J Wang, X Wu, L Fu - arXiv preprint arXiv:2310.17212, 2023 - arxiv.org
Video emotion recognition is an important branch of affective computing, and its solutions
can be applied in different fields such as human-computer interaction (HCI) and intelligent …

[PDF][PDF] 基于嵌入注意力机制层级LSTM 的音视频情感识别

刘天宝, 张凌涛, 于文涛, 魏东川… - Laser & Optoelectronics …, 2021 - researching.cn
摘要对于语音的情感识别, 针对单层长短期记忆(LSTM) 网络在解决复杂问题时的泛化能力不足,
提出一种嵌入自注意力机制的堆叠LSTM 模型, 并引入惩罚项来提升网络性能 …

Multimodal emotion recognition model via hybrid model with improved feature level fusion on facial and EEG feature set

P Singh, MK Tripathi, MB Patil, Shivendra… - Multimedia Tools and …, 2024 - Springer
In recent years, academics have placed a high value on multi-modal emotion identification,
as well as extensive research has been conducted in the areas of video, text, voice, and …

[HTML][HTML] Modern automatic recognition technologies for visual communication tools

VO Yachnaya, VR Lutsiv, RO Malashin - Computer Optics, 2023 - computeroptics.ru
Communication refers to a wide range of different behaviors and activities aimed at handing
over information. The communication process includes verbal, paraverbal and non-verbal …