@nataliabuzu

videoMD · tier dormant

NBuzu · 156 followers · 2022-10-25 09:25 · 15s

https://www.tiktok.com/@nataliabuzu/video/7158378784721292550

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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.

My beautiful cakes😳🥰 #tiktokcake #tiktok #cake #birthdaycake #cakesofinstagram #cakedecorating #cakes #birthday #cakedesign #buttercreamcake #tiktokparty #cupcakes #birthdaygirl #tiktokers #instacake #dripcake #cakestagram #tiktokcakes #tiktokdance #happybirthday #fondantcake #customcakes #tiktokchallenge #cakeoftheday #cakeart #cookies #tiktokbirthday #os #cakelove #birthdaycakes #pavlova #cheesecake #chocolatecake #like #follow

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

#tiktok#happybirthday#like#follow#birthdaygirl#cake#birthday#cakedecorating#birthdaycake#cookies#tiktokchallenge#tiktokdance#cakedesign#cakes#CakeArt#tiktokers#tiktokcake#cakesofinstagram#buttercreamcake#tiktokparty#cupcakes#instacake#dripcake#cakestagram#tiktokcakes#fondantcake#customcakes#cakeoftheday#tiktokbirthday#os#cakelove#birthdaycakes#pavlova#cheesecake#chocolatecake