How to remove carriage returns and line feeds from a column?

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I'm trying to remove carriage returns and line feeds from a column I imported from a csv file.
I'm using the code:

SELECT replace(replace(column,CHAR(13),''),CHAR(10),'')
FROM table

It correctly finds all the CR and LF, but it doesn't update the database.

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