The problem was fixed either after reconfiguring alsa (by ~/.asoundconf, doubtfully) of after stopping ekiga which was running in the background. Not sure about exact reason, but as of the moment problem doesn't show itself. (Though I'd like to know any useful means to trace the problem like this...)
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