@nichiformitu

videoMD · tier B

nichiformitu · 89,479 followers · 2026-07-11 07:28 · 17s

Audio track (60.2 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 · 2.9 MB downloaded · 1 keyframes

plays

1,549

likes

comments

Topic

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

Entities

x șef

Keyphrases

la acasămuncești cu sculele

gpt-4.1-nano · prompt v5 · $0.000114 · 2026-07-27 04:56

Caption

Author-written, as posted.

No caption. True for 83.6% of the corpus.

Speech (ASR)

suspect_enen 75%

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

I don't know.

rtx4090-24-01 · 13 chars · 2.4s speech of 17.4s

On-screen text (OCR)

easyocr

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

Atunci cind esti la acasă și muncești cu sculele lui x șef

rtx5070-16 · 58 chars · 1 frames