@liusha_ichim

videoMD · tier C

Valentina Ichim · 259 followers · 2025-12-24 11:52 · 15s

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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.

Grinch in the office! La mulți ani! #magiadesarbatori🦌🎄✨ #sarbatorifericite #creatorsearchinsight

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

#creatorsearchinsight#sarbatorifericite#magiadesarbatori