Operator decision: keep the ID3v1 table canonical, fix the casing. The operator's library carries "Edm", "Idm", "Aor", "Uk Garage", "Uk Hardcore", "Trap Edm", "Glitch Hop Edm" and "Children'S Music" — an external tag editor title-cased the whole genre field. The "'S" is the giveaway. Fixed at SCAN time, not in the display layer: taste_profile.sql reads tracks.genre directly, so a cosmetic-only fix would leave the taste vocabulary holding "Edm" while the UI showed "EDM", and any correctly tagged file would contribute a second, separate tag. trueUpCasing only ever changes case, never letters, so it cannot silently turn one genre into a different one — that is what separates it from the label-remapping idea this task rejected. Two narrow rules: - A short, evidence-led acronym list, matched case-insensitively so "edm", "Edm" and "EDM" all land on "EDM". This is a deliberate exception to the project's rule that genre case is exposed as the file says it: "Rock" and "rock" still stay separate rows, because folding those is a judgement about labels, whereas there is no genre named "Edm". - Apostrophe suffixes from a FIXED contraction list, so "Children'S" is repaired while "O'Brien" and "D'Angelo" keep their capital. A blanket "lowercase after an apostrophe" would have broken both. Matching uses the word's letter core rather than the raw word, so "(Edm)" and "Edm," are repaired and their punctuation re-attached. Interior punctuation stays in the core, so "Lo-Fi" and "R&B" are compared whole and cannot match a fragment by accident. My first version missed this and a test expecting "(Live EDM)" caught it. Names resolved from the ID3v1 table are deliberately NOT re-cased, per the operator's call — entry 40's "AlternRock" stays as the table spells it, with a test pinning that so a later tidy-up doesn't quietly "fix" it. tagReadVersion 1 -> 2, so this reaches the existing library on the next scan rather than new files only. That re-read reuses stored durations, so it costs tag reads and no ffprobe.