Text Alignment

The process of matching corresponding segments between two or more text sequences that represent the same content but may differ in timing, wording, or structure. In captioning systems, text alignment is used to synchronize parallel transcription streams — such as human-generated CART captions and automatic speech recognition output — so that errors in one stream can be identified and corrected using information from the other. Techniques include embedding-based semantic matching and monotonic alignment algorithms.