Turn off sound in Krusader on delete operations in Ubuntu

Sounds are not configured in Krusader, but in common KDE settigns. To manage them install KDE system settings, source:

sudo apt-get install system-settings

Launch system-settings from terminal, and navigate to KDE Workspace settings.
Remove "Play sound" selection from event: