@bex_auto_md

videoMD · tier B

Bex_auto_md · 7,875 followers · 2026-07-14 06:24 · 10s

Audio track (30.4 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 · 1.0 MB downloaded · 4 keyframes

plays

5,166

likes

159

comments

Topic

vehiclesconf 0.90neutralcommercial

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

Entities

водительbexauto

Keyphrases

данным скилломтот самый скилл

gpt-4.1-nano · prompt v4 · $0.000100 · 2026-07-26 08:22

Caption

Author-written, as posted.

А Вы владеете данным скиллом?😬😎 #водитель #bexauto #авто

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.

тот самый скилл когна ешь | тот самый скилл когда епь

m5-vision · 25 chars · 2 frames

Hashtags

#авто#водитель#bexauto