@maniunya86

videoMD · tier A

VLADMAX · 273 followers · 2026-07-08 08:56 · 42s

Audio track (177.6 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 · 3.4 MB downloaded · 4 keyframes

plays

165

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.

#Germany #Italy #Belgium #calitate #pretbun

Speech (ASR)

no_speechen 29%

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

#italy#germany#calitate#belgium#pretbun