Audacity

Description
is a free and open-source cross-platform audio editing tool. For karaoke songs, it may be used for such purposes as mixing audio tracks together (e.g. multiple instrumental stems, or backing vocals with an instrumental track) and adding or removing silence at the beginning or end of tracks.

Tutorials

 * Audacity Documentation and Support
 * Audacity Manual