@daniel.gabriel.bu22

videoMD · tier A

Daniel 🤙 · 114 followers · 2026-07-17 06:07 · 24s

Audio track (69.6 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 · 981.7 KB downloaded · 4 keyframes

plays

159

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)

no_speechen 51%

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

Ran, produced no text (no_speech).

On-screen text (OCR)

macos-vision

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

LIKTOK @ nikola mad | TikTok nikola.rme

m5-vision · 39 chars · 2 frames