The PS3 only outputs digital audio via optical (TOSLINK), while most Turtle Beach headsets use a 3.5mm analog jack. There's no direct wired connection—but several workarounds exist.
Always follow your specific headset manufacturer's instructions. When in doubt, Turtle Beach's support site has model-specific PS3 guides.