@nick.shots

videoMD · tier B

Nick 👽 · 13,881 followers · 2026-07-21 17:29 · 12s

Audio track (40.7 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 · 15.4 MB downloaded · 4 keyframes

plays

6,894

likes

858

comments

179

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.

the eyes never lie #cls #w218 #mercedes #restyling #moldova @bigivv

Speech (ASR)

no_speechen 51%

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

Ran, produced no text (no_speech).

On-screen text (OCR)

easyocr

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

Ran, produced no text.

Hashtags

#moldova#mercedes#cls#w218#restyling