@mariana.popa6340

videoMD · tier B

Mariana Popa · 289 followers · 2026-07-15 04:11 · 29s

Audio track (93.4 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 · 1 keyframes

plays

212

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

Neața-niațaspor la cafeluță

gpt-4.1-nano · prompt v4 · $0.000096 · 2026-07-26 08:17

Caption

Author-written, as posted.

No caption. True for 83.6% of the corpus.

Speech (ASR)

speechro 98%

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

Neața-niața drăguță, să ai spor la cafeluță

rtx4090-24-02 · 43 chars · 4.5s speech of 29.1s

On-screen text (OCR)

easyocr

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

Ran, produced no text.