Att-Net: Enhanced emotion recognition system using lightweight self-attention module

• Published in: Applied soft computing Vol. 102; p. 107101
• Main Authors: Mustaqeem, Kwon, Soonil
• Format: Journal Article
• Language: English
• Published: Elsevier B.V 01.04.2021
• Subjects: Affective computing; Artificial intelligence; Attention mechanism; Emotion recognition; Lightweight CNN; Self-attention module; Spectrograms; Affective computing; Attention mechanism; Emotion recognition; Spectrograms; Lightweight CNN; Self-attention module; Artificial intelligence

Speech emotion recognition (SER) is an active research field of digital signal processing and plays a crucial role in numerous applications of Human–computer interaction (HCI). Nowadays, the baseline state of the art systems has quite a low accuracy and high computations, which needs upgrading to ma...