@vioberry.md

videoMD · tier B

vioberry.md · 22,225 followers · 2026-07-20 15:36 · 11s

Audio track (29.9 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 · 1.7 MB downloaded · 1 keyframes

plays

5,555

likes

235

comments

Topic

humor_memesconf 0.80positive

Fixed taxonomy enforced as a schema enum. Prose instructions did not hold, and label drift makes week-over-week comparison meaningless.

Keyphrases

Uite ce mă răm frumosapas din botonazul de LIKE

gpt-4.1-nano · prompt v5 · $0.000117 · 2026-07-27 12:00

Caption

Author-written, as posted.

No caption. True for 83.6% of the corpus.

Speech (ASR)

speechro 99%

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

Uite ce mă răm frumos! Dacă vrei și tu, te-așești la noi! Asta e ca apas din botonazul de LIKE!

rtx4090-24-01 · 95 chars · 7.6s speech of 11.4s

On-screen text (OCR)

easyocr

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

Ran, produced no text.