2025. Deep Neural Network and Transformer Models for Emotion Recognition. Bilad Alrafidain Journal for Engineering Science and Technology. 4, 1 (Mar. 2025), 100–112. DOI:https://doi.org/10.56990/bajest/2025.040109.