using gen ai speech to text

Using generative AI-speech-to-text output to provide automated monitoring of television subtitles

Tech Papers 2025: This paper describes a proof-of-concept approach to monitoring timing errors and word loss in TV subtitles.

Abstract

It reviews previous attempts at subtitle monitoring and the problems caused to viewers by subtitle timing errors and word loss. It then introduces the use of speech to text technology and the conventions in subtitling where repetition, non-speech content and errors can make the task of aligning the speech-to-text transcript to subtitles more challenging. The paper describes ...

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Automatic quality control of broadcast audio

Tech Papers 2025: This paper describes work undertaken as part of the AQUA project funded by InnovateUK to address shortfalls in automated audio QC processes with an automated software solution for both production and distribution of audio content on premises or in the cloud.

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