Herath Mudiyanselage, L. S. K.; HMNS Kumari; UMMPK Nawarathne. Speech Emotion Recognition With Hybrid CNN- LSTM and Transformers Models: Evaluating the Hybrid Model Using Grad-CAM. IJRC 2025, 4, 56-66.