@emilyka002

videoMD · tier B

Та самая Girl · 102 followers · 2026-06-26 12:40 · 57s

Audio track (167.3 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 · 2.0 MB downloaded · 1 keyframes

plays

likes

comments

Topic

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

Keyphrases

fërëstrenëstokot

gpt-4.1-nano · prompt v5 · $0.000112 · 2026-07-27 04:59

Caption

Author-written, as posted.

No caption. True for 83.6% of the corpus.

Speech (ASR)

speechsq 66%

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

Të nësë fërës i zna i shëtë të trenë, vitë ishtë vë që stokot

rtx4090-24-01 · 61 chars · 6.4s speech of 57.5s

On-screen text (OCR)

easyocr

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

Ran, produced no text.