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Should I use 44.1KHz, 48KHz or 96KHZ sampling frequency for hobby projects?

I use a firewire audio interface with a decent microphone pre-amp and the ability to sample up to 96KHz in 24-bit. I get why I'd want to use 24-bit for the added dynamic range, especially when using ...