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@bex_auto_md

videoMD · tier B

Bex_auto_md · 7,875 followers · 2026-07-09 07:24 · 6s

https://www.tiktok.com/@bex_auto_md/video/7660425872251309332
Audio track (19.9 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 · 324.8 KB downloaded · 1 keyframes

plays
3,991
likes
98
comments
1
shares
41
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.

Лучше конечно наоборот 🤣🤣 #bexauto #автоподбор #автоподключ

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

Ran, produced no text.

Hashtags
#автоподбор#bexauto#автоподключ