2025
LLaSE-G1: Incentivizing Generalization Capability for LLaMA-based Speech Enhancement
ACL 2025long
Recent advancements in language models (LMs) have demonstrated strong capabilities in semantic understanding and contextual modeling, which have flourished in generative speech enhancement (SE). However, many LM-based SE approaches primarily focus on semantic information, often neglecting the critic…