@instrumentool.md

videoMD · tier B

InstrumenTool.md · 2,787 followers · 2026-07-02 18:14 · 5s

Audio track (15.9 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 · 181.9 KB downloaded · 1 keyframes

plays

133

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.

#amintire #tocatordecrengi ☎️078833311 #tocator #creatorsearchinsight #lemne @InstrumenTool.md-8

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.

@InstrumenToolmd

rtx5070-16 · 16 chars · 1 frames

Hashtags

#amintire#creatorsearchinsight#Tocator#lemne#tocatordecrengi