@mariananegrei

videoMD · tier B

Negrei Mariana · 27,690 followers · 2026-07-14 12:52 · 28s

https://www.tiktok.com/@mariananegrei/video/7662365799541181717

Audio track (97.1 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 · 2.4 MB downloaded · 4 keyframes

plays

418

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.

No caption. True for 83.6% of the corpus.

Speech (ASR)

suspect_enen 82%

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

I fell in love with you, watching Casablanca Back row of the driving show, in the flickering light It's been as a start, become champagne and caviar Taking love as night

rtx4090-24-01 · 169 chars · 15.3s speech of 28.7s

On-screen text (OCR)

easyocr

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

Ran, produced no text.