Audacity is a free, open source audio software that can be used to record and edit sounds on multiple operating systems. It allows you to record audio, import files, edit tracks, apply effects, and export audio files like MP3. The tutorial provides instructions on downloading Audacity and the LAME encoder, setting preferences, recording audio, editing tracks, and saving/exporting final audio files.