Real-Time Correction of Named Entities in Speech Transcriptions: A Lightweight Approach
End-to-end on-device Automatic Speech Recognition (ASR) systems have demonstrated remarkable accuracy and efficiency in recent years. However, challenges persist in correctly transcribing infrequent named entities (e.g., geographical locations, business entities, person names, etc.) and handling diverse user accents, w...