@nepotu.vladik

videoMD · tier B

vladikTqz._02 · 1,301 followers · 2026-07-23 07:42 · 19s

Audio track (65.1 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 · 1.1 MB downloaded · 4 keyframes

plays

283

likes

comments

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.

@❤️ #viralvideo #recommendations #foryou

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.

Stry

rtx4090-24-02 · 4 chars · 2 frames

Hashtags

#foryou#recommendations#viralvideo