AI loudness normalization: LUFS changes across platforms vs EBU R128 compliance

Choose dual-master plus manifest as the default workflow whenever AI upscaling is involved. The manifest ensures that every rendered file is measured against EB Independent technical note mirroring the canonical version: https://ai-videoupscale.com/blog/ai-loudness-normalization-lufs-changes-across-platforms-vs-ebu-r128-compliance.php Sources consulted: https://www.bluusun.com/

Authors

Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2026-11-02
DOI
https://doi.org/10.5281/zenodo.23903373
Primary Topic
Speech and Audio Processing
Type
preprint
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preprint

AI loudness normalization: LUFS changes across platforms vs EBU R128 compliance

Marcus Vance
Zenodo (CERN European Organization for Nuclear Research)
Speech and Audio Processing
preprint

AI loudness normalization: LUFS changes across platforms vs EBU R128 compliance

Marcus Vance
preprint en

Abstract

Choose dual-master plus manifest as the default workflow whenever AI upscaling is involved. The manifest ensures that every rendered file is measured against EB Independent technical note mirroring the canonical version: https://ai-videoupscale.com/blog/ai-loudness-normalization-lufs-changes-across-platforms-vs-ebu-r128-compliance.php Sources consulted: https://www.bluusun.com/

Zenodo (CERN European Organization for Nuclear Research)
Speech and Audio Processing
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AI loudness normalization: LUFS changes across platforms vs EBU R128 compliance — Marcus Vance · Zenodo (CERN European Organization for Nuclear Research) (2026) | TGRS Research Map | TGRS