@nikwolf745

videoMD · tier dormant

nik · 50 followers · 2024-12-17 15:23 · 65s

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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 #mercedes #benz #s #sclass #4you #4matic #lo #auto #vag

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

#creatorsearchinsights#mercedes#auto#s#vag#benz#lo#4MATIC#4you#sclass