@k0t0_belk

videoMD · tier A

k0t0_belk · 60,770 followers · 2026-07-08 09:34 · 11s

Audio track (34.3 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 · 933.4 KB downloaded · 3 keyframes

plays

58,938

likes

1,734

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.

Немного тренда с @Josan Vasile

Speech (ASR)

suspect_enen 91%

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

See we get to the end, but that's where we begin, you feel it? Mannequins, and we breaking the mold

rtx4090-24-01 · 99 chars · 4.9s speech of 11.2s

On-screen text (OCR)

easyocr

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

Ran, produced no text.