Utterance Normalization

A dialogue text preprocessing method that converts raw conversational exchanges into structured declarative sentences annotated with speaker attribution and semantic labels. By performing this understanding work once as a shared preprocessing step, it reduces the computational cost of analyzing the same dialogue content across multiple large-scale conversation analysis tasks.