@mamboshop52

videoMD · tier B

mamboshop52 · 237 followers · 2026-07-24 12:52 · 17s

Audio track (52.3 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 · 2.3 MB downloaded · 1 keyframes

plays

likes

comments

Topic

otherconf 0.40neutralcommercial

Fixed taxonomy enforced as a schema enum. Prose instructions did not hold, and label drift makes week-over-week comparison meaningless.

Entities

mambo_shopingmamboshoprekmoldova

Keyphrases

#mamboshop#rek#moldova#foroyou#viralПотерял 1199 лейкто найдет шоксывознаграждения

gpt-4.1-nano · prompt v5 · $0.000133 · 2026-07-27 05:01

Caption

Author-written, as posted.

TG:mambo_shoping #mamboshop #rek #moldova #foroyou #viral

Speech (ASR)

hallucinationru 93%cyrillic

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

Субтитры сделал DimaTorzok

rtx4090-24-02 · 26 chars · 9.0s speech of 17.1s

On-screen text (OCR)

easyocrcyrillic

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

• Потерял 1199 лей,кто найдет шоксы вознаграждения !!

rtx4090-24-02 · 51 chars · 1 frames

Hashtags

#viral#moldova#rek#foroyou#mamboshop