@nicolae.com4

videoMD · tier A

999 · 3,292 followers · 2026-07-25 05:09 · 64s

Audio track (185.3 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 · 7.3 MB downloaded · 4 keyframes

plays

208

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.

Oh Oh, oh, oh, oh, oh, oh.

rtx4090-24-02 · 26 chars · 31.3s speech of 64.7s

On-screen text (OCR)

easyocr

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

j TikTok Ana

rtx4090-24-02 · 12 chars · 2 frames