I have Audacity 2.0.5 installed with .exe and W7 64. After selecting a piece of audio, I find that the menu under Edit > Remove Audio or Labels is all dimmed
Press the “Stop” button then try again.
Most commands are only available while playback is stopped (not “Paused”).