REGEXP_REPLACE(<Your_String>,'[^[:alnum:]'' '']', NULL)
Example --
SELECT REGEXP_REPLACE('##$$$123&&!!__!','[^[:alnum:]'' '']', NULL) FROM dual;
OutPut –
123
OR
Use TRANSLATE function as given below
Example --
SELECT translate('##$$$1$$2#3&&!!__!', '[0-9]#$&&!_','[0-9]') FROM dual;
OR
SELECT translate('##$$$123&&!!__!', '0#$&&!_','0') FROM dual;
OutPut –
123
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