@bex_auto_md

videoMD · tier B

Bex_auto_md · 7,875 followers · 2026-06-26 11:30 · 14s

Audio track (53.3 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 · 1.2 MB downloaded · 4 keyframes

plays

8,509

likes

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.

Не описать эту боль словами 😅😬 #bexauto #авто #машины

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.

настоящая мужская боль

m5-vision · 22 chars · 1 frames

Hashtags

#авто#машины#bexauto