@niko.lin0

videoMD · tier B

Niko🪐 · 16,370 followers · 2026-07-19 15:52 · 6s

Audio track (16.9 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 · 373.6 KB downloaded · 1 keyframes

plays

67,904

likes

6,790

comments

1,616

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.

Cu Doamne ajută 🙏 #fyp #romania #admitere #viral #scoala

Speech (ASR)

suspect_enen 96%

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

Huh? It should be. I don't know. I think it's there.

rtx4090-24-01 · 52 chars · 3.2s speech of 6.5s

On-screen text (OCR)

easyocr

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

Cum ne vom prezentape20 laadmiteri:

rtx5070-16 · 35 chars · 1 frames

Hashtags

#viral#fyp#romania#școală#admitere