@logica254

videoMD · tier B

🦂R. RENAT. V🦂 · 1,436 followers · 2026-07-17 14:59 · 9s

Audio track (34.2 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 · 769.9 KB downloaded · 1 keyframes

plays

778

likes

comments

Topic

humor_memesconf 0.60neutral

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

Entities

Lucas Sofer

Keyphrases

Generatia sec-21-leaLucas Soferpelinci

gpt-4.1-nano · prompt v4 · $0.000097 · 2026-07-26 08:19

Caption

Author-written, as posted.

No caption. True for 83.6% of the corpus.

Speech (ASR)

suspect_enen 81%

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

Ba-da-dum-dum-dum

rtx4090-24-01 · 17 chars · 1.4s speech of 9.1s

On-screen text (OCR)

easyocr

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

Generatia sec-21-lea Lucas Sofer din pelinci Lucas

rtx5070-16 · 50 chars · 1 frames