Jayanthi, K. and Kavitha, D. 2026. A Unified Hybrid Framework for Fine-Grained Emotion classification: Machine Learning–Deep Learning Synergy for Robust Performance. International Journal of Artificial Intelligence and Machine Learning. 6, 2s (May 2026), 650–660. DOI:https://doi.org/10.51483/IJAIML.6.2s.2026.650-660.