@cristianbuca

videoMD · tier C

Cristian Buca · 1,419 followers · 2025-03-22 19:08 · 24s

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This post falls outside the fetch window; media covers 2026-06-25 onward. The stored CDN links expire after ~24h and cannot be used instead.

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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.

@john_q19 #departedecasa #2025 #moto #yamaha #honda #loveyamaha #cbr #foryoupage #pasiuneamea #story #foryou #foryouu

Speech (ASR)

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

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

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Hashtags

#foryou#moto#foryoupage#2025#story#honda#departedecasa#foryouu#yamaha#loveyamaha#pasiuneamea#cbr