@marina.topala

videoMD · tier A

Marina Topala · 3,127 followers · 2026-07-19 13:32 · 2s

Audio track (9.0 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 · 323.5 KB downloaded · 1 keyframes

plays

202

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

tu nu vii o să afaracăldură

gpt-4.1-nano · prompt v5 · $0.000112 · 2026-07-27 04:58

Caption

Author-written, as posted.

No caption. True for 83.6% of the corpus.

Speech (ASR)

speechro 95%

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

Care lucru, tu nu vii o să afara și căldură?

rtx4090-24-02 · 44 chars · 2.8s speech of 2.9s

On-screen text (OCR)

easyocr

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

Ran, produced no text.