Get this great plugin from here
Once installed, this plugin allows you to insert mp3 audio files into your posts and pages. Use the following syntax:
This code will insert a flash player and will load the file named name_of_mp3_file.mp3 located in your audio files folder. You can store your audio files anywhere in the web root as long as you update the path in the plugin?s options panel.