Audio Codec - the same as the video codec, only applies to audio.
Audio Bitrate - much like the video bitrate, only applies to audio.
Audio Sample rate or sampling rate - frequency per unit of time, higher means better quality.
Audio Channels - the number of audio channels, mono, stereo, Dolby...
A/V Sync - synchronization between video and audio