Understanding Textual Capability Degradation in Speech LLMs via Parameter Importance Analysis

Chao Wang, Rui-Chen Zheng, Yang Ai +1

The integration of speech into Large Language Models (LLMs) has substantially expanded their capabilities, but often at the cost of weakening their core textual competence. This de…