Thanks for posting to the Hub!
My office, the Center for Legislative Archives, holds the records of the U.S. House and Senate. The reading copies of Churchill's speeches are not located in our holdings; however, it looks like they were printed in the Congressional Record. You can access the Congressional Record through GovInfo: Congressional Record (Bound Edition).
Hope this information is helpful!