By default, audio power saving is turned off by most drivers. It can be enabled by setting the power_save parameter to a time (in seconds) to go in idle.
Note: Toggling the audio card's power state can cause a popping sound or noticeable latency on some broken hardware.
options snd_hda_intel power_save=1
options snd_ac97_codec power_save=1