@instrumenttool.md_8

videoMD · tier A

InstrumenTool.md-8 · 33,953 followers · 2026-07-18 05:14 · 44s

Audio track (149.2 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 · 3.5 MB downloaded · 1 keyframes

plays

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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.

🌱Trimmer electric🌱 ☎️078833311 #trimer #trimmer #5d #creatorsearchinsigh #betoniera

Speech (ASR)

suspect_enen 68%

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

Heavy steps upon the ground Too much noise, too much

rtx4090-24-01 · 52 chars · 3.8s speech of 44.1s

On-screen text (OCR)

easyocr

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

Ran, produced no text.

Hashtags

#trimmer#Creatorsearchinsigh#betoniera#trimer#5d