@valensa_777

videoMD · tier C

Valens_777 · 518 followers · 2026-06-29 07:51 · 46s

Audio track (129.6 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 · 3 keyframes

plays

262

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.

#жизньпрекрасна#спасибоБогу🙏❤️#рекомендации

Speech (ASR)

no_speechen 57%

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

#рекомендации#жизньпрекрасна#спасибобогу