@mamboshop52

videoMD · tier B

mamboshop52 · 237 followers · 2026-07-03 15:49 · 14s

Audio track (46.3 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 · 1.3 MB downloaded · 1 keyframes

plays

686

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

MamboShop

Keyphrases

mamboshopfymoldovaviralrecomandationВ жизни не всегда все идет гладкопобеда достается тем, кто не свернул с путиENFANTS RICHES DEPRIMÉS

gpt-4.1-nano · prompt v5 · $0.000134 · 2026-07-27 05:01

Caption

Author-written, as posted.

#mamboshop #fy #moldova #viral #recomandation

Speech (ASR)

no_speechen 51%

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

Ran, produced no text (no_speech).

On-screen text (OCR)

macos-visioncyrillic

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

В жизни не всегда все идет гладко, позтому победа достается тем, кто не свернул с пути ENFANTS RICHES DEPRIMÉS MamboShop

m5-vision · 120 chars · 1 frames

Hashtags

#viral#fy#moldova#recomandation#mamboshop