@ludmilamardari

videoMD · tier C

Ludmila Mardari · 2,295 followers · 2025-12-22 23:34 · 89s

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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.

14.12.2025, iubirea noastră a împlinit un anișor. Un an plin de atâta fericire și dragoste. 🙏 #1year #1yearold #1yearanniversary #copii #baby

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

#baby#copii#1year#1yearold#1yearanniversary