Karaoke Me is an online recorder that mixes a background audio track with audio input from a microphone.
You can choose a song from a list of songs, or you can load a song file (MP3) from your local computer.
An inline mixer lets you adjust the volume levels of background track and microphone, to get the sound levels that you want.
After recording, you can save the mix as an MP3 file.