@sanduttza

videoMD · tier C

🇲🇩_sanduttza_🇫🇮 · 2,357 followers · 2025-12-25 20:27 · 26s

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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.

Not tagged yet; the sweep is still running.

Caption

Author-written, as posted.

#LIVEFEST2025 #PaidPartnership #MakeLIVECount #foryoupage❤️❤️ #สโลว์สมูทไม่ใช่ช่องนี้❤️ @Andrușa

Speech (ASR)

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

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On-screen text (OCR)

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

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Hashtags

#foryoupage#สโลว#PaidPartnership#MakeLIVECount#LIVEFEST2025