Hi
An alternaive if you don't want to leave a gap in the audio track is to split the clip at either end of the section where the audio is not required and then right click it and select Mute Audio.
If you don't want to split the video track then use the Split option under the Sequence Preview window and select to split just the desired audio track.

Mute the split out section as mentioned above.
Nat