@viorica0112

videoMD · tier B

💞💖𝑺𝑬𝑹𝑮𝑯𝑬𝑬𝑽𝑵𝑨..💝💝 · 3,316 followers · 2026-05-07 15:43 · 59s

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This post falls outside the fetch window; media covers 2026-06-25 onward. The stored CDN links expire after ~24h and cannot be used instead.

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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.

#🥰😍😍😍😍😍💖💕💖💖💕👌👌🎶🎶 #o #seara #buna #🥰💝💖💕💜🌹😍💕💖💝🥰🥰🤗🥰

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.

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Hashtags

#o#seara#buna