2026
CONTEXTUAL BIASING FOR ASR IN SPEECH LLM WITH COMMON WORD CUES AND BIAS WORD POSITION PREDICTION
ICASSP 2026poster
Speech-aware LLMs (SLLMs) have recently achieved state-of-the-art ASR performance; however, they still fail to accurately transcribe bias words that appear rarely or never in the training data. Contextual biasing mechanisms are commonly implemented by introducing a predefined bias word list into the…