@nataliamorari70

videoMD · tier B

Natalia Morari · 162 followers · 2026-07-22 16:40 · 15s

Audio track (41.1 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 · 1.5 MB downloaded · 1 keyframes

plays

1,032

likes

comments

Topic

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

Not tagged yet; the sweep is still running.

Caption

Author-written, as posted.

No caption. True for 83.6% of the corpus.

Speech (ASR)

suspect_enen 61%

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

Welcome, welcome to Bulgaria!

rtx4090-24-01 · 29 chars · 4.8s speech of 14.6s

On-screen text (OCR)

easyocr

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

Ran, produced no text.