- Jealous Moon by Hayes Carll
- John Henry by Hugh Laurie
- Joy by Bettye LaVette
- Jukebox Of Steel by Son Volt prod. by Son Volt
- Jump by Madonna prod. by Madonna & Stuart Price
- Jump (Axwell Remix) by Madonna prod. by Axwell
- Jump (Axwell Remix Edit) by Madonna prod. by Axwell
- Jump (Demo 02.21.05) by Madonna prod. by Madonna & Stuart Price
- Jump (Extended) by Madonna prod. by Madonna & Stuart Price
- Jump (Jacques Lu Cont Edit) by Madonna prod. by Stuart Price
- Jump (Jacques Lu Cont Mix) by Madonna prod. by Stuart Price
- Jump (Junior Sanchez's Misshapes Mix) by Madonna prod. by Junior Sanchez
- Jump (Junior Sanchez’s Misshapes Mix Edit) by Madonna prod. by Junior Sanchez
- Jump (Live) by Madonna prod. by Madonna & Stuart Price
- Jump (Single Edit) by Madonna prod. by Madonna & Stuart Price
- Junco Partner by Hugh Laurie
- Junkers Blues by Hugh Laurie
- Just Like Tom Thumb's Blues by Ramblin' Jack Elliott
- Just Look at Us Now by The Milk Carton Kids
- Just Pleasing You by Emmylou Harris & Rodney Crowell