From the Rock County Emergency Management Director:

 

At 1:31 pm , a slow moving cold front was moving across far Southern Wisconsin.  Brief funnel clouds will be possible along this front as it moves southeast.   It is very unlikely these funnel clounds will touch down and any that do will be very weak and brief.  This would be why some of you are hearing the sirens sounding.