@andrei.010121

videoMD · tier B

AS EM · 5,123 followers · 2026-07-08 19:51 · 33s

Audio track (117.0 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 · 2.8 MB downloaded · 1 keyframes

plays

1,842

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.

Motorcycle Fix Hacks, Top Repair Tricks #creatorsearchinsights #motomechanic #bikerepair #diybike #mechanicalhacks

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

#creatorsearchinsights#motomechanic#mechanicalhacks#bikerepair#diybike