Zhang, S. 2026. Performance Optimization and Interpretability Analysis of Lightweight Transformer Models for Speech Emotion Recognition Using Open-Source Emotional Speech Datasets. Academic Journal of Science and Technology. 19, 3 (Mar. 2026), 104–112. DOI:https://doi.org/10.54097/1y0ms617.