@meerrymary

videoMD · tier B

MARIA | UGC · 2,644 followers · 2026-07-19 11:56 · 10s

Audio track (31.4 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 · 786.1 KB downloaded · 1 keyframes

plays

554

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

#rec#fyp

gpt-4.1-nano · prompt v4 · $0.000095 · 2026-07-26 07:44

Caption

Author-written, as posted.

#rec #fyp

Speech (ASR)

suspect_enen 96%

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

Is that such a stretch of adventure?

rtx4090-24-02 · 36 chars · 4.9s speech of 10.8s

On-screen text (OCR)

easyocr

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

nalmalse ushgsdiamedaas Vou pesculdyenduoaabe Gtoutwhat@thgPecpioluink

rtx4090-24-01 · 70 chars · 1 frames

Hashtags

#fyp#rec