You can do it but be careful not to have the two sound sources going to the single pair of speakers at the same time. A speaker switch from Maplins will do the job in much the same way as you are switching PCs to the single monitor.
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Synology invites you to visit them at Insomnia on 26th – 29th August. Book your tickets now and visit Synology.