A Training Criterion with Token-Level Tolerance to Transcription Ambiguity for Automatic Speech Recognition

Saurabh Kumar, Diptiman Mohanta, Prasanta Kumar Ghosh

Automatic speech recognition is typically trained assuming that the reference transcript is the only valid labeling of an utterance, yet even nominally verbatim transcripts contain…