@veruncik0

videoMD · tier A

🇲🇩 · 40,787 followers · 2026-07-23 19:50 · 9s

Audio track (27.8 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 · 113.0 KB downloaded · 1 keyframes

plays

277

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

Nu te schimoa sa te placa chnevasimplu schimba ochil

gpt-4.1-nano · prompt v4 · $0.000099 · 2026-07-26 07:46

Caption

Author-written, as posted.

#fyp #врек

Speech (ASR)

emptyes 31%

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

rtx4090-24-02 · 2 chars · 0.9s speech of 9.1s

On-screen text (OCR)

easyocr

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

Nu te schimoa sa te placa chneva, simplu schimba ochil Care te Pcsc ptra

rtx4090-24-02 · 72 chars · 1 frames

Hashtags

#fyp#врек