@emilrider

videoMD · tier dormant

☁️EmilRider™⬜️Giant⬜️  · 1,680 followers · 2025-10-21 20:02 · 9s

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Topic

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

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Caption

Author-written, as posted.

chill day 😮‍💨 @Vlad Влад #mtb #fullsuspension #rockshox #giant #whip

Speech (ASR)

faster-whisper large-v3-turbo behind Silero VAD, then a repetition filter.

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Hashtags

#mtb#giant#rockshox#whip#fullsuspension