@marianagaraba0

videoMD · tier C

Mariana Garaba535 · 1,297 followers · 2026-06-27 12:38 · 47s

Audio track (137.2 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 · 23.3 MB downloaded · 4 keyframes

plays

270

likes

comments

Topic

humor_memesconf 0.60neutral

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

Keyphrases

Vorbește lumean-am schimbatmi-am luat arfecăs-a rogantÎmi schimbat prost

gpt-4.1-nano · prompt v5 · $0.000122 · 2026-07-27 14:58

Caption

Author-written, as posted.

No caption. True for 83.6% of the corpus.

Speech (ASR)

speechro 100%

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

Vorbește lumea că n-am schimbat Că mi-am luat arfecă s-a rogant O să-mi întreabă ce-am pățit Îmi schimbat prost

rtx4090-24-02 · 111 chars · 7.9s speech of 47.7s

On-screen text (OCR)

easyocr

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

Ran, produced no text.