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@instrumentool.md

videoMD · tier B

InstrumenTool.md · 2,787 followers · 2026-07-24 05:08 · 15s

https://www.tiktok.com/@instrumentool.md/video/7665956969798323463
Audio track (41.9 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 · 753.0 KB downloaded · 1 keyframes

plays
414
likes
8
comments
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shares
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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.

#amintire #motocoasa #motosapa #trimer #creatorsearchinsight

Speech (ASR)
no_speechen 29%
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.

Mle @InstrumenToolmd

rtx4090-24-01 · 20 chars · 1 frames

Hashtags
#amintire#creatorsearchinsight#motocoasă#motosapa#trimer