@bex_auto_md

videoMD · tier B

Bex_auto_md · 7,875 followers · 2026-07-24 06:55 · 12s

Audio track (39.6 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 · 435.5 KB downloaded · 1 keyframes

plays

60,064

likes

308

comments

216

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.

Каждому свое 🤣🤣 #bexauto #автомобили #машины

Speech (ASR)

suspect_enen 97%

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

What was that? Money!

rtx4090-24-01 · 21 chars · 1.2s speech of 12.6s

On-screen text (OCR)

macos-visioncyrillic

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

Мультимиллионеры

m5-vision · 16 chars · 1 frames

Hashtags

#машины#автомобили#bexauto