@liletti_md

videoMD · tier A

LILETTI · 13,203 followers · 2026-07-19 19:07 · 12s

Audio track (36.5 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 · 862.9 KB downloaded · 1 keyframes

plays

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Topic

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

Not tagged yet; the sweep is still running.

Caption

Author-written, as posted.

Самые красивые Платья с скидкой -30% 🔥🔥🔥🔥🔥🔥#скидки #sale #платье #fashion #fypシ゚

Speech (ASR)

suspect_enen 49%

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

E-E-E-E-E-I-E-S

rtx4090-24-02 · 15 chars · 1.6s speech of 12.1s

On-screen text (OCR)

macos-vision

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

SALE-30%

m5-vision · 8 chars · 1 frames

Hashtags

#fypシ#fashion#скидки#sale#платье