@videoinstalare

videoMD · tier C

Şuşu C · 1,507 followers · 2026-07-12 16:48 · 40s

Audio track (139.1 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 · 5.7 MB downloaded · 4 keyframes

plays

458

likes

comments

Topic

economy_businessconf 0.90neutralcommercial

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

Entities

Sigurânță

Keyphrases

fncă un cleent in SigurânțăTel069655151

gpt-4.1-nano · prompt v4 · $0.000099 · 2026-07-26 08:07

Caption

Author-written, as posted.

No caption. True for 83.6% of the corpus.

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.

fncă un cleent in Sigurânță Tel069655151 | incă un cleent in siguranță Tel069655151

rtx5070-16 · 83 chars · 2 frames