I will compile the regexp in a variable called DIGITS_OR_NONDIGITS.
I will use list compression. I used a loop before, as there were originally 
more code in the loop.

About the memory usage: It is approximately same as before. The only difference 
is, that we are storing keys for the strings instead of the strings themself.

What is key?:
It is a list of string keys and integers. If you compare them, it will compare 
the elements.
Example:
strings:  sort([u'Item 2', u'Item 1b'], key=get_natural_key)
keys: sort([[u'item ', 2], [u'item ', 1, u' b']])
u'item ' == u'item '
1 < 2

So, key is a item per song, which provides __gt__(), __lt__(), and __eq__() 
methods for a correct sorting order.
-- 
https://code.launchpad.net/~m2j/openlp/bug-1094342/+merge/156292
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