You could search for non-word characters, or create a character class that has all the possible characters you want to keep. For example:

s/\W+/ /g;  # replace non-word characters with a space
s/[^a-zA-Z0-9_.*$]+//g;  # Delete characters that aren't word characte
+rs, periods, asterisks, or dollar signs.
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