@valeriu.999

videoMD · tier B

valeriu.999 · 5,201 followers · 2026-07-24 07:38 · 28s

https://www.tiktok.com/@valeriu.999/video/7665995774290971922

Audio track (89.4 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 · 2.0 MB downloaded · 4 keyframes

plays

207

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 77%

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

The fire and snow Voices of a north In the cold wind blow Shadows in the night, the stars still glow If I fall tonight, let the whole world know Let me hold

rtx4090-24-01 · 156 chars · 13.2s speech of 28.3s

On-screen text (OCR)

easyocr

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

rtx5070-16 · 1 chars · 2 frames