@natalia.vis.diva

videoMD · tier A

Natali. ¥|$ · 4,451 followers · 2026-07-19 14:02 · 12s

Audio track (39.9 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 · 1.1 MB downloaded · 4 keyframes

plays

192

likes

comments

Topic

humor_memesconf 0.80neutral

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

Keyphrases

Cui lumea in culo

gpt-4.1-nano · prompt v4 · $0.000091 · 2026-07-26 08:00

Caption

Author-written, as posted.

No caption. True for 83.6% of the corpus.

Speech (ASR)

speechit 76%

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

Cui lumea in culo

rtx4090-24-01 · 17 chars · 1.3s speech of 12.8s

On-screen text (OCR)

easyocr

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

f+ouro-Ik New Stavt

rtx5070-16 · 19 chars · 2 frames