Cross-language speech emotion recognition using multimodal dual attention transformers

SAM Zaidi, S Latif, J Qadir - arXiv preprint arXiv:2306.13804, 2023 - arxiv.org
Despite the recent progress in speech emotion recognition (SER), state-of-the-art systems
are unable to achieve improved performance in cross-language settings. In this paper, we …

Enhancing Cross-Language Multimodal Emotion Recognition With Dual Attention Transformers

SAM Zaidi, S Latif, J Qadir - IEEE Open Journal of the Computer …, 2024 - ieeexplore.ieee.org
Despite the recent progress in emotion recognition, state-of-the-art systems are unable to
achieve improved performance in cross-language settings. In this article we propose a …

Multimodal sentiment analysis based on feature interaction and gate mechanism integration

Y Zhao, G Zhang, H Odbal - Fourth International Conference …, 2024 - spiedigitallibrary.org
Solely relying on textual data for sentiment analysis often fails to fully capture users'
emotional information, limiting the accurate understanding of audience true feelings and …