The (Non)sense of Artificial Intelligence in Real-Time Video Encoding

Tech Papers 2021: This paper discusses the promises and limitations of AI in real-time video encoding, showing that while it can enhance encoder performance, its complexity and cost often outweigh the benefits unless simplified and optimised approaches are used

Abstract

Thousands of articles have appeared over the last decade(s) claiming the benefits of AI and ML. Some of these are realistic, while others overpromise the potential benefits of ML techniques in a wide range of applications. So where are the real benefits, and where do our marketing departments cross the line...

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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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