@marianaagapii2

videoMD · tier A

Mariana Mariana · 6,239 followers · 2026-06-30 18:24 · 31s

Audio track (97.0 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 · 1.8 MB downloaded · 4 keyframes

plays

704

likes

186

comments

Topic

music_danceconf 0.80positive

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

Keyphrases

Свергай, моя девочка

gpt-4.1-nano · prompt v5 · $0.000110 · 2026-07-27 13:01

Caption

Author-written, as posted.

No caption. True for 83.6% of the corpus.

Speech (ASR)

speechru 97%cyrillic

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

Свергай, моя девочка, я...

rtx4090-24-01 · 26 chars · 1.8s speech of 31.8s

On-screen text (OCR)

easyocr

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

Ran, produced no text.