Ipod shutting down w/low battery

I have an Ipod 5 with a battery problem. It'll play but it'll shut down with 3/4 battery. Sometimes it'll warn that the ipod is out of battery life but the indicator will say it's full. I tried replacing the battery but it is still doing the same thing. Any suggestions?

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