@handlerkraft

videoMD · tier C

HANDLERKRAFT · 107 followers · 2026-06-26 13:11 · 16s

https://www.tiktok.com/@handlerkraft/video/7655691027646352657

Audio track (50.0 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 · 957.2 KB downloaded · 4 keyframes

plays

412

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.

La plimbare cu compactor vibrator cu cilindru Lonking CDM 516B #Lonking #Constructii #Santier #Compactare #Drumuri #Infrastructura #HeavyEquipment #ConstructionEquipment #OperatorUtilaje #UtilajeGrele #Engineering #Moldova #Handlerkraft #Microcell #LonkingMoldova #EchipamenteProfesional

Speech (ASR)

suspect_enen 77%

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

Taking off the phone, it's like a cold or a new star, so you blow me My mom's out of control, I'm taking care of me Yeah, yeah, yeah, yeah, yeah, yeah

rtx4090-24-02 · 150 chars · 9.7s speech of 16.3s

On-screen text (OCR)

easyocrcyrillic

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

ANDLER AFT GRI | HANDLER KARAFT LOnKiNG

rtx4090-24-01 · 24 chars · 2 frames

Hashtags

#moldova#Drumuri#constructii#Engineering#santier#Infrastructura#heavyequipment#Handlerkraft#Lonking#Compactare#ConstructionEquipment#OperatorUtilaje#UtilajeGrele#Microcell#LonkingMoldova#EchipamenteProfesional