Natdanai Maichum

A Multi-Stage Framework Combining Siamese Contrastive Learning and Domain-Adaptive BERT for Thai Lyrics Emotion Classification

A multi-stage deep learning pipeline for emotion classification in Thai song lyrics is proposed by integrating domain-adaptive language modeling and metric learning into a hybrid neural architecture, demonstrating robust, balanced performance across all emotion classes.