@vklai2

videoMD · tier A

valiX🍀 · 1,424 followers · 2026-07-08 08:23 · 10s

Audio track (31.0 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 · 116.4 KB downloaded · 1 keyframes

plays

5,514

likes

136

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.

capeț cu mine 🤣🤣🤣🤣#fyp #mamtuns #funny #valix #moldova

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.

m-amtuns

rtx4090-24-02 · 8 chars · 1 frames

Hashtags

#fyp#moldova#funny#valix#mamtuns