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videoMD · tier A

MOBILAT_Totul despre Mobilă · 5,187 followers · 2026-07-14 19:20 · 11s

Audio track (35.1 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 · 565.6 KB downloaded · 4 keyframes

plays

187

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.

#2026 #fyp #

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.

CanohovEn | Canohovon

rtx4090-24-02 · 21 chars · 2 frames

Hashtags

#fyp#2026