Tap the device menu button
Tap Settings
Locate the Application manager
Swipe to the left until you get to the All section
Scroll down until you find the application that's set as the default (Such Drive / Dropbox / Sound picker / Choose Music Track)
Tap the entry for the application
Tap Clear...