@marynykap

videoMD · tier A

Mary · 10,158 followers · 2026-07-23 03:48 · 35s

Audio track (103.9 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 · 4.6 MB downloaded · 1 keyframes

plays

2,496

likes

283

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.

Keyphrases

recomendationDar trai doar, dar da oameni

gpt-4.1-nano · prompt v4 · $0.000095 · 2026-07-26 07:48

Caption

Author-written, as posted.

#recomendation

Speech (ASR)

speechro 88%

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

Dar trai doar, dar da oameni

rtx4090-24-02 · 28 chars · 27.5s speech of 35.0s

On-screen text (OCR)

easyocr

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

Ran, produced no text.

Hashtags

#recomendation