Multimodal audio-visual information fusion using canonical-correlated graph neural network for energy-efficient speech enhancement

LA Passos, JP Papa, J Del Ser, A Hussain, A Adeel - Information Fusion, 2023 - Elsevier
This paper proposes a novel multimodal self-supervised architecture for energy-efficient
audio-visual (AV) speech enhancement that integrates Graph Neural Networks with …

Emotion dictionary learning with modality attentions for mixed emotion exploration

F Liu, P Yang, Y Shu, F Yan, G Zhang… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Multi-modal emotion analysis, as an important direction in affective computing, has attracted
increasing attention in recent years. Most existing multi-modal emotion recognition studies …

A novel generative adversarial network‐based super‐resolution approach for face recognition

A Chougule, S Kolte, V Chamola, A Hussain - Expert Systems, 2024 - Wiley Online Library
Face recognition is an essential feature required for a range of computer vision applications
such as security, attendance systems, emotion detection, airport check‐in, and many others …

Optimization of Suzhou Garden Infrastructure Layout Based on Federal Learning

M Li - Mathematical Problems in Engineering, 2022 - Wiley Online Library
Along with the accelerating urbanization process in China, the problem of urban
infrastructure layout has become increasingly prominent. The high density of buildings and …