@nataliabolgar1

videoMD · tier A

Natalia Bolgar · 2,347 followers · 2026-07-23 15:32 · 8s

Audio track (27.4 KB), what ASR actually heard

16 kHz mono Opus. Ogg Opus does not play in Safari; Chrome and Firefox are fine.

eagle · fetched 2026-07-26 05:44 · 778.0 KB downloaded · 1 keyframes

plays

238

likes

comments

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.

#amintire #🫣😎🤙vairalvideo #🤣💪✌️✌️✌️💋❤️ #❤️💋❤️❤️😜😜 #🤣🤣🤣🤣🤣💪✌️✌️✌️💋❤️ #хачуврекомендации

Speech (ASR)

emptyru 86%cyrillic

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

Ра-3

rtx4090-24-02 · 4 chars · 5.4s speech of 8.6s

On-screen text (OCR)

easyocr

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

23 iul 2023

rtx4090-24-02 · 11 chars · 1 frames

Hashtags

#amintire#хачуврекомендации