@nataliabolgar1

videoMD · tier B

Natalia Bolgar · 2,347 followers · 2026-07-23 15:37 · 5s

Audio track (14.8 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 · 492.7 KB downloaded · 1 keyframes

plays

231

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.

#❤️💋❤️❤️😜😜 #хачуврекомендации #tiktokviraltrending #🫣😎🤙vairalvideo #recomendation

Speech (ASR)

no_speechen 51%

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

Ran, produced no text (no_speech).

On-screen text (OCR)

easyocr

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

Ran, produced no text.

Hashtags

#recomendation#tiktokviraltrending#хачуврекомендации