@s417362

videoMD · tier A

★ · 57 followers · 2026-07-23 09:04 · 3s

Audio track (12.8 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 · 195.3 KB downloaded · 1 keyframes

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likes

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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.

No caption. True for 83.6% of the corpus.

Speech (ASR)

suspect_enen 95%

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

Let me show you how to move

rtx4090-24-01 · 27 chars · 1.6s speech of 3.6s

On-screen text (OCR)

easyocr

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

Grecia

rtx5070-16 · 6 chars · 1 frames