- (1986) Album (as vocalist, musician, and songwriter): "T Bone Burnett", MCA Records, MCAD-31296.
- (1992) Album (as vocalist, co-producer, musician, and songwriter): "The Criminal Under My Own Hat". Columbia Records, CK 45213.
- (1988) Album (as vocalist, co-producer, musician, and songwriter): "The Talking Animals". Columbia Records, CK 40792.
- (2001) Album (co-producer with Natalie Merchant): "Motherland" by Merchant
- (2007) Produced Robert Plant/Alison Krauss CD, "Raising Sand".
- (2008) Album: "Tooth of Crime" (Nonesuch).
- (2010) CD: Produced Elvis Costello's album "National Ransom".
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