@blackstardt

videoMD · tier C

blackstardetailing · 625 followers · 2025-11-20 13:33 · 13s

https://www.tiktok.com/@blackstardt/video/7574800102057938232

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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.

Lucrări programate: 🪄 curățare chimică; 🪄 polish elemente decorative din interior 🪄 polish Chrom 🪄 schimbare led zi 🪄 schimbare butoane #mercedes #foryou #detailing #fyp #telenesti

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

#foryou#fyp#telenesti#mercedes#detailing