@liviu.spots

videoMD · tier B

່ · 2,019 followers · 2026-07-03 06:07 · 18s

Audio track (62.2 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 · 4 keyframes

plays

8,703

likes

467

comments

118

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.

This m4🫡 | #m4 #g82 #creatorsearchinsights #recommendations @mzh @Jxnip💥 @𝑹𝑺𝑪® @⃟

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)

easyocr

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

14777 cautasoferi

rtx4090-24-01 · 17 chars · 2 frames

Hashtags

#recommendations#creatorsearchinsights#m4#G82