@autobankmd

videoMD · tier A

AUTOBANK.MD · 57,287 followers · 2026-07-25 08:12 · 21s

Audio track (78.1 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 · 854.6 KB downloaded · 1 keyframes

plays

241

likes

comments

Topic

vehiclesconf 0.90neutralcommercial

Fixed taxonomy enforced as a schema enum. Prose instructions did not hold, and label drift makes week-over-week comparison meaningless.

Entities

KiaMiro

Keyphrases

kiapageforyourecommendationsfyp

gpt-4.1-nano · prompt v5 · $0.000117 · 2026-07-27 11:57

Caption

Author-written, as posted.

#kia #pageforyou #recommendations #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.

KiaMiro 2023 16 hylrdd 74500ku Prețla cheie 18600€

rtx4090-24-02 · 50 chars · 1 frames

Hashtags

#fyp#recommendations#kia#pageforyou