← overview

@manipulator.md

videoMD · tier B

manipulator.md · 79 followers · 2026-07-08 15:15 · 24s

https://www.tiktok.com/@manipulator.md/video/7660176125498248466
Audio track (88.6 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 · 1.5 MB downloaded · 1 keyframes

plays
361
likes
17
comments
1
shares
1
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.

06 123 12 12 монтаж стекол #cran #кранманипулятор #грузоперевозки #serviciidetransport #moldovatiktok

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.

Ran, produced no text.

Hashtags
#moldovatiktok#грузоперевозки#cran#serviciidetransport#кранманипулятор