@usernikoli3

videoMD · tier B

❤️Nikoli❤️ · 6,149 followers · 2026-06-23 21:27 · 29s

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plays

6,065

likes

1,139

comments

111

Topic

Fixed taxonomy enforced as a schema enum. Prose instructions did not hold, and label drift makes week-over-week comparison meaningless.

Not tagged yet; the sweep is still running.

Caption

Author-written, as posted.

💋🫣♥️🤗

Speech (ASR)

faster-whisper large-v3-turbo behind Silero VAD, then a repetition filter.

Not transcribed yet.

On-screen text (OCR)

EasyOCR for Latin script, macOS Vision for Cyrillic-suspect frames.

No OCR result for this post.