If you need to store the data persistently you can use CurieSerialFlash library (it uses the onboard 2MB flash memory so you'll probably never be out of space).About the sampling rate, 8KHz should be achievable with the standard analogRead; when you finished collecting the samples you can analyse them in any way you prefer (FFT, etc)
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