@imba_md

videoMD · tier A

🛍𝗜𝗠𝗕𝗔 𝗢𝗨𝗧𝗙𝗜𝗧🛍 · 5,855 followers · 2026-07-19 07:55 · 11s

https://www.tiktok.com/@imba_md/video/7664144492487871764

Audio track (34.7 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 · 666.0 KB downloaded · 4 keyframes

plays

196

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.

🤩i M B A - S H O P🤩 Livrăm toată Republica Moldova🚚🇲🇩 Costume originale din UK la prețuri avantajoase pline de oferte și reduceri zilnice🥰🤗 Pentru comanzi sau rezervări accesați Linkul din Descrierea Profilului sau: @imbaBOS #recomendation #foryou #viral #foryoupage

Speech (ASR)

suspect_enen 35%

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

Let me come here

rtx4090-24-02 · 16 chars · 0.9s speech of 11.7s

On-screen text (OCR)

easyocr

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

Ran, produced no text.

Hashtags

#recomendation#foryou#viral#foryoupage