@willy.william10

videoMD · tier C

William ⚜️ · 8,671 followers · 2026-06-26 21:39 · 14s

Audio track (45.7 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 · 3.0 MB downloaded · 1 keyframes

plays

238

likes

comments

Topic

vehiclesconf 0.90neutral

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

Entities

BMWMercedesAudi

Keyphrases

Мужчина на BMWмужчина на MercedesНа Audi

gpt-4.1-nano · prompt v4 · $0.000097 · 2026-07-26 07:46

Caption

Author-written, as posted.

No caption. True for 83.6% of the corpus.

Speech (ASR)

speechru 85%cyrillic

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

Мужчина на BMW или мужчина на Mercedes? На Audi.

rtx4090-24-02 · 48 chars · 4.6s speech of 14.7s

On-screen text (OCR)

easyocr

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

Ran, produced no text.