@maladoi.19

videoMD · tier A

MAFIOT 🖤💀 · 257 followers · 2026-07-11 18:38 · 10s

Audio track (35.2 KB), what ASR actually heard

16 kHz mono Opus. Ogg Opus does not play in Safari; Chrome and Firefox are fine.

eagle · fetched 2026-07-26 05:44 · 341.9 KB downloaded · 2 keyframes

plays

281

likes

comments

Topic

Fixed taxonomy enforced as a schema enum. Prose instructions did not hold, and label drift makes week-over-week comparison meaningless.

Not tagged yet; the sweep is still running.

Caption

Author-written, as posted.

No caption. True for 83.6% of the corpus.

Speech (ASR)

suspect_enen 73%

faster-whisper large-v3-turbo behind Silero VAD, then a repetition filter.

Steve's right out.

rtx4090-24-01 · 18 chars · 1.3s speech of 10.8s

On-screen text (OCR)

easyocr

EasyOCR for Latin script, macOS Vision for Cyrillic-suspect frames.

bandit WT

rtx5070-16 · 9 chars · 2 frames