Luscious Jackson's new album, Magic Hour, comes out Nov. 5. Doug Seymour/Courtesy of the artist hide caption

itoggle caption Doug Seymour/Courtesy of the artist

Brandy Clark's new album, 12 Stories, comes out Oct. 22. Becky Fluke/Courtesy of the artist hide caption

itoggle caption Becky Fluke/Courtesy of the artist

HAIM's new album, Days Are Gone, comes out Sept. 30. Bella Howard/Courtesy of the artist hide caption

itoggle caption Bella Howard/Courtesy of the artist

P.M. Dawn, sometime in the '90s. Mick Hutson/Redferns hide caption

itoggle caption Mick Hutson/Redferns

Elvis Costello and The Roots' new album, Wise Up Ghost, comes out Sept. 17. Danny Clinch/Courtesy of the artist hide caption

itoggle caption Danny Clinch/Courtesy of the artist

Trent Reznor (left) of the industrial rock band Nine Inch Nails, which puts its seventh album, Hesitation Marks, out next Tuesday. Rapper Earl Sweatshirt (right) released his major label debut on Tuesday. Courtesy of the artists hide caption

itoggle caption Courtesy of the artists

The Julie Ruin's new album, Run Fast, comes out Sept. 3. /Courtesy of the artist hide caption

itoggle caption /Courtesy of the artist

Bob Dylan in 1970, the year he released his 10th studio album, Self Portrait. A new collection, Another Self Portrait (1969-1971), comes out August 27. John Cohen/Courtesy of the artist hide caption

itoggle caption John Cohen/Courtesy of the artist

This week, Lady Gaga (left) released the song "Applause," from her forthcoming album ARTPOP, and Katy Perry released "Roar," from Prism. Courtesy of the artists hide caption

itoggle caption Courtesy of the artists

Valerie June's new album, Pushin' Against a Stone, comes out Aug. 13. Susan Riddle Duke Photography/Courtesy of the artist hide caption

itoggle caption Susan Riddle Duke Photography/Courtesy of the artist