You should be able since there is Linux version of TS5 available, but as some people has problems with running (see here: TeamSpeak Client does not start on Linux), no one can 100% guarantee it will work.
Bear in mind that majority of people form mentioned topic use nVidia GPUs and at least one uses integrated one.
