@marianacernei8

videoMD · tier C

Mariana · 7,494 followers · 2026-06-29 06:20 · 33s

https://www.tiktok.com/@marianacernei8/video/7656698439413140754

Audio track (107.2 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 · 1.1 MB downloaded · 1 keyframes

plays

354

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.

Bucătărie montată de către Imex Grup Ținem cont de necesitățile cumpărătorului #toatalumea #fyp #mobilaimexgruptoatamoldova #imexgruptoatamoldova #mobilalacomanda

Speech (ASR)

suspect_enen 63%

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

Diggity diggity diggity hey Diggity diggity diggity hey

rtx4090-24-02 · 55 chars · 5.5s speech of 33.3s

On-screen text (OCR)

easyocr

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

060650082

rtx4090-24-01 · 9 chars · 1 frames

Hashtags

#fyp#toatalumea#MobilăLaComandă#imexgruptoatamoldova#mobilaimexgruptoatamoldova