@motosalonmotolider

videoMD · tier A

MotoLider · 98,562 followers · 2026-07-21 10:33 · 45s

Audio track (159.7 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 · 2.1 MB downloaded · 4 keyframes

plays

1,822

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.

#moto #motorcycle #foruyou #benda #recomend

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)

easyocrcyrillic

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

э | BENZA]

rtx4090-24-01 · 10 chars · 2 frames

Hashtags

#moto#foruyou#motorcycle#benda#recomend