Refactor the time frequency system
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aazuspan commented
Make sure valid options are listed and handled in only one location. Probably implement similarly to scikit-learn's scorer system with a submodule for storing and retrieving valid options. Rather than hardcoding valid options in the error messages, print them programatically from the valid list.