@balan1845

videoMD · tier B

Twin mom 💕 · 6,951 followers · 2026-07-11 17:07 · 8s

Audio track (28.8 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 · 1.1 MB downloaded · 2 keyframes

plays

335

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.

Acasă-unde e Mama🤍#fyp #fouryourpage #fy #fouryou #fyyyyyyyyyyyyyyyy

Speech (ASR)

emptyen 31%

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

Mmm

rtx4090-24-02 · 3 chars · 1.8s speech of 8.4s

On-screen text (OCR)

macos-vision

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

Асаз: | Acasi

m5-vision · 5 chars · 1 frames

Hashtags

#fyp#fy#fyyyyyyyyyyyyyyyy#fouryou#fouryourpage