SM George, PM Ilyas - Neurocomputing, 2024 - Elsevier
Affective Computing systems can detect the emotional state and mindset of an individual. Speech Emotion Recognition (SER) is a unimodal affect computing system based on …
We present a new implementation of emotion recognition from the para-lingual information in the speech, based on a deep neural network, applied directly to spectrograms. This new …
Speech emotion recognition is a challenging task for three main reasons: 1) human emotion is abstract, which means it is hard to distinguish; 2) in general, human emotion can only be …
With the advent of the 5G and Artificial Intelligence of Things (AIoT) era, related technologies such as the Internet of Things, big data analysis, cloud applications, and artificial intelligence …
Z Lian, L Sun, Y Ren, H Gu, H Sun, L Chen… - arXiv preprint arXiv …, 2024 - arxiv.org
Multimodal emotion recognition plays a crucial role in enhancing user experience in human- computer interaction. Over the past few decades, researchers have proposed a series of …
MC Lee, SY Chiang, SC Yeh, TF Wen - Multimedia Tools and Applications, 2020 - Springer
With the development of technology, the importance of the research on speech emotion recognition and semantic analysis has increased. The research is primarily applied in …
Z Lian, Y Li, J Tao, J Huang - Proceedings of the Joint Workshop of the …, 2018 - dl.acm.org
Speech emotion recognition is an important aspect of human-computer interaction. Prior work proposes various end-to-end models to improve the classification performance …
K Kaur, P Singh - Multimedia Tools and Applications, 2023 - Springer
Among the other modes of communication, such as text, body language, facial expressions, and so on, human beings employ speech as the most common. It contains a great deal of …
S Ntalampiras - Pattern Recognition Letters, 2021 - Elsevier
This work introduces the few-shot learning paradigm in the speech emotion recognition domain. Emotional characterization of speech segments is carried out through analogies, ie …