Beyond Prompting: Efficient and Robust Contextual Biasing for Speech LLMs via Logit-Space Integration (LOGIC)
LOGIC introduces a novel decoding-layer framework for Speech LLMs that injects domain-specific priors directly into logits, achieving O(1) complexity and sig...