Free tools to extract audio files from swf files

For Linux SWF Tools can be used. However, it does not work for some types of mp3 streams. The help for extraction can be found here.

For Windows JPEXS Free Flash Decompiler can be used. It has a very interactive user interface. Its source code is available here.