@niger9994

videoMD · tier C

niger999 · 31 followers · 2026-07-05 06:57 · 17s

Audio track (54.6 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 · 398.7 KB downloaded · 1 keyframes

plays

likes

comments

Topic

humor_memesconf 0.90positive

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

Keyphrases

Sen Osmanarmut pişiripağzıma düşürdüm

gpt-4.1-nano · prompt v4 · $0.000098 · 2026-07-26 08:58

Caption

Author-written, as posted.

No caption. True for 83.6% of the corpus.

Speech (ASR)

speechtr 100%

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

Sen Osman tuş musun? Evet ben armut pişirip ağzıma düşürdüm.

rtx4090-24-01 · 60 chars · 16.8s speech of 17.3s

On-screen text (OCR)

easyocr

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

3 2 1 5 11 10 7 9 8

rtx5070-16 · 19 chars · 1 frames