@sergheimemet1

videoMD · tier B

Serghei Memeț · 3,453 followers · 2026-07-14 17:53 · 26s

Audio track (87.0 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 · 1.5 MB downloaded · 3 keyframes

plays

2,152

likes

206

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.

Выход на ринг#fyp #foryou #foryoupage #recommendations #🔥k1⚔️⚔️⚔️🔥⚡️

Speech (ASR)

suspect_enen 15%

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

people in this angel video

rtx4090-24-01 · 26 chars · 2.2s speech of 26.7s

On-screen text (OCR)

macos-vision

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

@ИИ че РИе | [ПШЕ

m5-vision · 7 chars · 1 frames

Hashtags

#foryou#fyp#recommendations#foryoupage