System and method for detection and correction of a query

A system for automatically detecting and correcting ASR mistranscriptions and NLU misinterpretations by analyzing consecutive user queries, semantic embedding similarity, key phrases, and barge-in behavior. Identified errors are used to label training data and systematically improve speech and language models.