@kostindaniela41

videoMD · tier C

Danuta · 23,679 followers · 2026-07-07 18:01 · 15s

Audio track (44.1 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 · 1.1 MB downloaded · 1 keyframes

plays

7,686

likes

1,079

comments

Topic

humor_memesconf 0.80positive

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

Keyphrases

¡Tapico y me lo!

gpt-4.1-nano · prompt v4 · $0.000092 · 2026-07-26 07:44

Caption

Author-written, as posted.

No caption. True for 83.6% of the corpus.

Speech (ASR)

speeches 22%

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

¡Tapico y me lo!

rtx4090-24-02 · 16 chars · 1.4s speech of 15.0s

On-screen text (OCR)

easyocr

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

Ran, produced no text.