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There are plenty of expensive options for working with audio but you don't need to spend a dime to get started. Audacity allows you to record, edit, reduce noise, mix, compress, filter and export. It's one of those intimidating open source programs so let's dip you in the shallow end and get you started with a surprisingly powerful free audio application.
Introducing Audacity: the Free Sound Editor