@bellalux26

videoMD · tier C

Bella Lux · 1,645 followers · 2026-07-17 18:22 · 19s

Audio track (63.9 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 · 640.4 KB downloaded · 4 keyframes

plays

135

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.

Rochițe stilate 100% bumbac la pret de 350 lei ##Premium #calitate

Speech (ASR)

suspect_enen 70%

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

And stop walking

rtx4090-24-02 · 16 chars · 1.3s speech of 19.7s

On-screen text (OCR)

easyocr

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

ASCAN | LASCANA

rtx4090-24-02 · 15 chars · 2 frames

Hashtags

#calitate#premium