@marie.talpa

videoMD · tier C

Marie | Profa de Mate · 28,752 followers · 2026-02-21 14:54 · 88s

https://www.tiktok.com/@marie.talpa/video/7609331979129048340

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plays

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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.

Test 1 Eșantion - Itemul 7 18 februarie 2026 Examen clasa 9-a 🔥 #matematicachisinau #matematicamoldova #invatamatematica #intelegematematica #lectiidematematica

Speech (ASR)

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

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On-screen text (OCR)

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

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Hashtags

#matematicachisinau#matematicamoldova#invatamatematica#intelegematematica#lectiidematematica