Emotion Detection in Speech Using Lightweight and Transformer-Based Models: A Comparative and Ablation Study

Lucky Onyekwelu-Udoka, Md Shafiqul Islam, Md Shahedul Hasan

Emotion recognition from speech plays a vital role in the development of empathetic human-computer interaction systems. This paper presents a comparative analysis of lightweight tr…