@jiznivkaif

videoMD · tier dormant

Nykolay Toyota · 995 followers · 2026-03-08 00:07 · 26s

https://www.tiktok.com/@jiznivkaif/video/7614669672977304853

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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.

новая песенка к изучению @Nasty Bird @Николай TOYOTA @Николай Чеботарь @Michael Clifford @The Rock @ДЮХА #Love #хочуврек #loveyou #VoiceEffects #1millionaudition

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

#Love#1millionaudition#loveyou#VoiceEffects#хочуврек