@bex_auto_md

videoMD · tier B

Bex_auto_md · 7,875 followers · 2026-06-29 09:14 · 6s

Audio track (20.4 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 · 1.3 MB downloaded · 1 keyframes

plays

4,311

likes

128

comments

Topic

vehiclesconf 0.90positivecommercial

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

Entities

bexauto

Keyphrases

у людей как на ладоникак чувствует себя водитель без тонировки

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

Caption

Author-written, as posted.

Когда у людей как на ладони 😅😬 #тонировка #машины #bexauto

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.

как чувствует себя водитель без тонировки

m5-vision · 41 chars · 1 frames

Hashtags

#тонировка#машины#bexauto