@dokexpert

videoMD · tier C

MOTIVatiON-EXP · 627 followers · 2026-06-22 18:13 · 60s

https://www.tiktok.com/@dokexpert/video/7654284472526982433

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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.

#creatorsearchinsights #вдохновение #мотивация #длядуши #карма «Человек — сам творец своей судьбы. Каковы его мысли и действия, такова и его жизнь. Никто другой не наказывает нас за наши грехи и не награждает за добрые дела. Нас наказывают наши собственные поступки, и они же нас возвышают».

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

#creatorsearchinsights#мотивация#длядуши#карма#вдохновение