@bex_auto_md

videoMD · tier B

Bex_auto_md · 7,875 followers · 2026-07-01 06:32 · 8s

Audio track (27.9 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 · 697.3 KB downloaded · 2 keyframes

plays

6,679

likes

107

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.

А кто будет платить за лишний бенз?🤣🤣 #бензин #жара #bexauto

Speech (ASR)

suspect_enen 76%

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

Catch it, bring it back, turn it, leave it, stop, format it.

rtx4090-24-01 · 60 chars · 4.7s speech of 8.1s

On-screen text (OCR)

easyocr

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

Ran, produced no text.

Hashtags

#жара#бензин#bexauto