I removed PulseAudio from my system following problems with Wine. Now things work well, including Spotify.
However, there is no way to control system volume, although I can control volume inside applications. When I click System->Preferences->Sound, a pop up says "Waiting for sound system to respond" and it gets stuck there.
Is there any alternative that would allow me to adjust system volume?