@md.coser

videoMD · tier A

❤️M/D❤️ · 421 followers · 2026-07-21 07:19 · 15s

Audio track (49.4 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 · 1.0 MB downloaded · 1 keyframes

plays

386

likes

comments

Topic

humor_memesconf 0.80positive

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

Keyphrases

Cândestisingura dinfamiliecarearetupeussecerte cutotneamu

gpt-4.1-nano · prompt v4 · $0.000100 · 2026-07-26 08:56

Caption

Author-written, as posted.

#fyyyy 😉😀

Speech (ASR)

no_speechen 51%

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

Ran, produced no text (no_speech).

On-screen text (OCR)

easyocr

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

Cândestisingura dinfamilie carearetupeus secerte cutotneamu]

rtx4090-24-02 · 60 chars · 1 frames

Hashtags

#fyyyy