CLAP-ASMR v8 eval log (val every 250 steps, test + external at the end)

CLAP-ASMR v8: v7 stage2 fine-tuned on people's labels (617 clips) + 15,231 trigger windows Gemini and the title agree on + 6,075 decided vocal clips; 20-label head. Held-out people: mAP 0.513 / F1 0.514 (frozen-v7 baseline 0.491 / 0.481). External trigger clips top-1: liquid 90, crinkling 90, scratching 70, tapping 58, brushing 0, paper 0.

Fused v7.5: + 48,678 dense YouTube trigger windows (titles + Gemini 3.1 Pro + AST/energy/CLAP); 77,748 clips; people CV unchanged, probe vs people up on 4 of 5

Fused v7.3: + pool_active2 (7.9k probe-uncertain windows); 97 broken mined cuts excluded; 5 people + 5 site listeners; 29,070 clips

Fused v7.2: + pool_mined (2,250 rare-class windows) + pool_active (8k probe-uncertain windows); 5 people + 3 site listeners; 21,234 clips

Fused v7.1 with Revathy (5 people)

Revathy: kit 5 (134 clips: spray, rare physical, overlap)

user: kit-4 clip 42 is spraying

Fused labels v7.1: 20 classes incl. spraying, 4 people + user fixes, shrink 20

human labels: user_guide_fixes.jsonl (guided physical kit 4)

human labels: ryyan_121.jsonl (guided physical kit 4)

v7.1 weak supervision: per-labeller votes (gemini, mimo, ast, energy, clap, pipeline, chapter) + fused probs on 10,926 clips

human labels: Alita, 48 clips re-labelled from adi kit (adjudication kit 3)

human labels: the user's own 101 in-domain clips (ASMR Ear Check kit 1)

human labels: adi, 150 in-domain clips (ASMR Ear Check kit 2)

T2A v1.1: refit vocal fusion, tag-gap verdicts, gap cache

vocal fusion over 72k doubly-judged clips + all Gemini top-up verdicts

gemini second opinion: whispering top-up

windows for verified single-trigger brushing/liquid videos

gemini chapter filter: 6289 judged, $37.24

gemini chapter filter: 6000 judged, $35.49

gemini chapter filter: 4000 judged, $23.70

gemini chapter filter: 2000 judged, $11.88

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backup: 33 judge/fusion/listen result files from the droplet

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