@adryancojocari

videoMD · tier A

Adynochi Volk. · 5,345 followers · 2026-07-24 19:58 · 26s

Audio track (86.3 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 · 1.2 MB downloaded · 4 keyframes

plays

242

likes

comments

Topic

real_estateconf 0.90neutralcommercial

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

Keyphrases

se vinde urgent

gpt-4.1-nano · prompt v5 · $0.000109 · 2026-07-27 14:57

Caption

Author-written, as posted.

No caption. True for 83.6% of the corpus.

Speech (ASR)

emptyen 66%

faster-whisper large-v3-turbo behind Silero VAD, then a repetition filter.

I know

rtx4090-24-02 · 6 chars · 1.4s speech of 26.4s

On-screen text (OCR)

easyocr

EasyOCR for Latin script, macOS Vision for Cyrillic-suspect frames.

eo : Salut se vinde urgent | Salut se vinde urgent

rtx4090-24-02 · 50 chars · 2 frames