Computing systems for rapidly collecting digital witness statements and efficiently correcting transcription errors

Abstract

Systems, methods, and devices disclosed herein can capture an audio recording of an utterance, generate a transcription based on the audio recording, and generate a score for a section of the transcription that reflects a level of confidence that at least one word in the section was correctly transcribed. Content of the section is rendered in a field on a display. Also, a timeline for the audio recording is rendered. If the score does not satisfy a condition, the fill scheme applied to a segment of the timeline that maps to the section may differ from a fill scheme that is applied to the remainder of the timeline. An additional audio recording is then captured and transcribed. An additional timeline is rendered for the additional audio recording alongside the timeline and is aligned with the section. The transcription of the additional audio recording is used to replace the section.