Natsuo Yamashita

Training-Free Contextual ASR via SpeechLLM-Based Error-Aware Selective Retrieval

Recognition of domain-specific and low-frequency terms remains challenging for automatic speech recognition (ASR). Although contextual biasing can improve their recognition, directly providing a large terminology dictionary introduces many irrelevant biasing terms. Retrieval-based contextual biasing addresses this issu...