@mafia.com003

videoMD · tier C

<Artiom_😉 · 178 followers · 2026-07-08 12:17 · 16s

Audio track (48.6 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 · 698.5 KB downloaded · 1 keyframes

plays

124

likes

comments

Topic

music_danceconf 0.80neutral

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

Keyphrases

La embrataspune cum-n-i

gpt-4.1-nano · prompt v4 · $0.000093 · 2026-07-26 08:46

Caption

Author-written, as posted.

No caption. True for 83.6% of the corpus.

Speech (ASR)

speechro 33%

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

La embrata și spune cum-n-i

rtx4090-24-02 · 27 chars · 1.5s speech of 16.3s

On-screen text (OCR)

easyocr

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

TikTok

rtx4090-24-02 · 6 chars · 1 frames