How do I embed sound and music in a page?

Headings include: File format choices; Linking directly to audio files; Embedding audio files to play in the background; Embedding music with Flash and XSPF Music Player; Fine tuning: repeat play, autoplay, shuffle play, images, and autoresume; Alternate methods. Each section gives specific instructions and code!