@niko.lin0

videoMD · tier B

Niko🪐 · 16,370 followers · 2026-07-20 15:50 · 12s

Audio track (43.8 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 · 564.3 KB downloaded · 1 keyframes

plays

4,554

likes

323

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.

Ca după world cup😊 #fyp #romania #viral #lamineyamal #19

Speech (ASR)

emptyen 42%

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

fedora

rtx4090-24-02 · 6 chars · 3.5s speech of 13.0s

On-screen text (OCR)

easyocr

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

Dar el sigur 0 face

rtx4090-24-01 · 19 chars · 1 frames

Hashtags

#viral#fyp#romania#lamineyamal#19