@bmwtop000

videoMD · tier A

Sebastian& · 613 followers · 2026-07-14 11:03 · 51s

Audio track (154.5 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 · 1.6 MB downloaded · 4 keyframes

plays

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 100%

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

What does everyone want? Bottom line.

rtx4090-24-02 · 37 chars · 5.4s speech of 51.6s

On-screen text (OCR)

easyocr

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

TikTok zooterool

rtx4090-24-02 · 16 chars · 2 frames