The eighth release for the Michigan indie pop project led by Fred Thomas is its first album in five years.

The second full-length album for the Canadian trio led by Elizabeth Powell was written while she was recovering from a hemorrhagic vocal polyp.

The debut full-length release for the British singer-songwriter was produced by Noah Georgeson (Joanna Newsom) and Phillipe Zdar.

The first full-length studio solo release from the Wu-Tang rapper in five years features guest appearances from Eamon, Cappadonna, Solomon Childs, Harley, Masta Killa, Method Man, Inspectah Deck, Shawn Wigs, and Sun God, his first son.

The first full-length release from the rap group in 16 years features vocals from Guru, who died in 2010 and guest appearances from Big Shug, J. Cole, Freddie Foxxx, Group Home, Jeru The Damaja, Talib Kweli, M.O.P., Ne-Yo, Nitty Scott, Q-Tip, and Royce Da 5'9".

The second full-length release for the indie pop duo of Elizabeth Sankey and Jeremy Warmsley was produced by Stephen Street.

The second release for the British indie pop band was produced by Rory Attwell.

Jim White's wife left him for another man while he was working on this album.

This full-length debut for the Glasgow indie-rock trio (who are not actually brothers, despite adopting the same last name) includes the song "Flathead," which can be heard soundtracking a recent iPod commercial.

This is the debut album on Secretly Canadian for indie rock quartet from Los Angeles.

Best known as the female vocalist on Tricky's first three albums, Martina Topley-Bird finally arrives with her first solo release, which earned her a Mercury Music Prize nomination. Guest collaborators include the Tricky kid himself, as well as David Holmes and Josh Homme (Queens Of The Stone Age).

This is the eighth solo release for the Texas singer-songwriter.

The third full-length studio release from Maryland rapper Rico Nasty was executive produced by Imad Royal.

The latest release for the Portland, Oregon-based guitarist was recorded on tape and features 12-string and electric guitars.

The debut release from the Los Angeles-based band led by brother and sister Rob and Rachel Kolar was produced by Thom Monahan.

The debut full-length release for the Palberta's Lily Konigsberg and Water from Your Eyes' Nate Amos was created while the duo navigated whether their friendship should become more than that.

The New Zealand retro-rockers scored a major-label deal in the U.S. on the strength of this 2002 debut album, which received an American re-release in March 2003.

Jim Heath & co. return for an eighth album of rockabilly tunes.

This is the sophomore American release from the Norweigian group, following their eponymous debut on Kindercore (which shares about half of the same tracks with this album).

The posthumous release for the rapper features guest appearances from Benny The Butcher, Bono, Conway The Machine, Cross, Denaun, Icepick, Infrared, Jay-Z, Brian King Joseph, Alicia Keys, Lil Wayne, Moneybagg Yo, Nas, Exodus Simmons, Snoop Dogg, Swizz Beatz, The LOX, Usher, and Westside Gunn.

The fourth full-length studio release from the New York rapper A$AP Rocky features guest appearances by Jon Batiste; BossMan Dlow; Doechii; Danny Elfman; Brent Faiyaz; Gorillaz; Jessica Pratt; Slay Squad; Thundercat; Tyler, The Creator; Westside Gunn; and will.i.am.

The debut solo album for the ex-Razorlight drummer Andy Burrows was produced by Eliot James.

The third album for the Brooklyn indie rock band goes for a more electronic sound.

The sixth full-length studio release for the Irish singer-songwriter features guest appearances from Miles Kane, Niall McNamee, Gina Martin, Dr. Shola Mos-Shogbamimu, and Ronnie Wood.

The ninth full-length studio release for the rock band is its first since 2012 and features produced from John Alagía, Mark Batson, Rob Cavallo, and Rob Evans.

The second full-length release for the Australian indie folk trio of Sally Seltmann, Sarah Blasko, and Holly Throsby was produced by Max Chalmers.

The third full-length release for Seattle jazz-funk-soul band Delvon Lamarr Organ Trio is the first with new drummer, Dan Weiss.

The third full-length release for the Oregon indie folk pop band was influenced by the death of Israel Nebeker's father and the end of a of 13-year relationship.

This is the debut full-length release for the solo project of Moon Duo co-founder Sanae Yamada.

The Meat Puppets return with its second album since reuniting in 2006.

The second full-length release from the New York-based singer-songwriter was produced by Thomas Bartlett.

The first full-length solo release from Dhani Harrison in six years features guest appearances by Blur's Graham Coxon, Mereki and Liela Moss.

The second volume of blues covers from Joe Bonamassa features two new songs and guest appearances by Kirk Fletcher and Josh Smith.

The eighth full-length release for the Norwegian noise rock band was recorded in a church in Sweden.

This is the fifth full-length solo release for the former Black Crowes guitarist.

The latest full-length release from jazz artist Cécile McLorin Salvant features guest appearances by Kate Davis and June McDoom.

The debut solo release for Balthazar's Maarten Devoldere was produced by Jeroen Swinnen.

The eighth solo album for the Pop Group singer features guest appearances by Primal Scream, Factory Floor, Keith Levene of Clash, Richard Hell, Lee "Scratch" Perry, Gina Birch of The Raincoats, Tessa Pollitt of Slits, Douglas Hart of Jesus and Mary Chain, and Daddy G of Massive Attack.

Andrew Broder returns to his indie rock project with his first new release under the name since 2007's Ditherer.

A compilation of the albums released by the experimental indie rock group from Amherst, Massachusetts, includes five unreleased songs.

The 18th full-length release for the New Jersey thrash metal band was self-produced and mixed by Andy Sneap.

The debut full-length release for the British indie pop band was produced by Rich Turvey and The Coral's James Skelly.

The third full-length release is dance pop combined with down-tempo transitions using various instrumentation and heavy, pulsating rhythms.

The debut release for folk singer Kathryn Williams, Simon Edwards of Fairground Attraction, and British singer-songwriter Ginny Clee as The Pond was mixed by Portishead's Adrian Utley.

The third full-length release for the British indie rock band is its first with The Futureheads' Ross Millard as a full-time member and was produced by MJ.

The debut full-length release for the South Carolina artist was produced by Chaz Bundick of Toro y Moi.

This is the debut release for the collaboration between producer Joanne Pollock and Aaron Funk of Venetian Snares.

This is the fifth full-length studio release for the British jazz band.

The latest full-length release from the electronic project of Ryan Lee West as Rival Consoles features discarded audio snippets.

The second full-length release for the British alternative rock band led by Rhys Edwards was recorded and mixed at their house.

The 17th album from the British punk rock band is its first without former lead singer Paul Roberts, who left the group in 2006.

Produced by T-Bone Burnett, the first solo album in over seven years for the pop singer-songwriter is a return to the more stripped down sound of his earlier career built around a piano, bass and drums.

The first release in six years since 2008's Fasciinatiion for the Omaha post-punk band was produced with Mike Mogis.

The second full-length release for the Berlin-based electronic producer Derwin Schlecker was inspired by the sounds and music he heard through his travels.

The fifth album for the San Francisco indie rock quartet is its first full-length on the Drag City label.

After many delays and controversy over the title, Nas' latest album is finally released with no title.

The New York indie-folk band's seventh album (their first in four years) is co-produced by Warren Defever (His Name Is Alive).

Fuck Button's Benjamin John Power releases his debut solo album of ambient electronic music.

The second full-length release for the Brooklyn-based Canadian singer-songwriter Warren Hildebrand includes contributions from Owen Pallett.

Ian Broudie (Lightning Seeds) produced this debut LP for the co-ed English trio of teenagers.

The third full-length release for the Florida indie rock trio was produced by Bill Skibbe and Jessica Ruffins.

The latest full-length release from rapper Nas features guest appearances by 21 Savage and 50 Cent.

The second full-length release for the Jack Antonoff solo project was influenced by the death of sister from brain cancer and features guest appearances from Sam Dew, Carly Rae Jepsen, Lorde, and Julia Michaels.

This is the latest album from the Denmark-based electronic producer.

The second full-length solo studio release for the Sigur Rós frontman was co-produced by A. G. Cook and recorded in Berlin, Helsinki, London, and Reykjavik.

The New York City five-piece band releases its third album of Americana-influenced music.

The surprisingly successful party band's second album includes a track co-written with Elton John.

The final album for the soul singer who passed away in October 2010 features a collaboration with Dutch artist De Dijk.

The second full-length release for the Philadelphia-based singer-songwriter features contributions from Charlie Hall, Paul Sukeena, Mary Lattimore, Mike Polizze, Nathan Bowles, and Dan Provenzano.

The debut album for the indie rock band was produced by Ian Davenport.

The third full-length release for the electronic pop duo of Aiden Whalley and James Young (James Buttery left the band in 2014) was co-produced with Lexxx and features samples of interviews of young people in Huddersfield, England.

The sixth full-length release for the British power metal band now led by Marc Hudson was produced by Jens Bogren.

Phil Elverum rerecorded with MIDI instrumentation and used Auto-Tune to create new sounds from a selection of tracks from his 2012 releases: Clear Moon and Ocean Roar.

The fifth full-length studio release for the French rock band was co-produced with Philippe Zdar of Cassius.

The British artist's debut album was one of the nominees for the 2007 Mercury Prize.

The Washington, D.C. band formed by ex-Fugazi drummer Brendan Canty and Blowoff member Rich Morel includes Devin Ocampo and Mark Cisneros of Medication on its debut release.

The third full-length release for the French-Finnish duo of Olivia Merilahti and Dan Levy was recorded at their personal studio.

The 18-track double release from the country singer features duets with such artists as Brandi Carlile, Sheryl Crow, Emmylou Harris, Norah Jones, Wynnona Judd, Alison Krauss, Miranda Lambert, Loretta Lynn, Shelby Lynne, Dolly Parton, Mavis Staples, and Carrie Underwood.

The Kevin Barnes-led sextet releases its follow-up to 2007's Hissing Fauna, Are You the Destroyer?

Producer Chris Coady returns for the third release for the Chicago indie rock trio.

This is the 13th full-length studio release for the indie rock band led by E, who also produced the album.

The eighth full-length release for the Northern Ireland trio was produced by the band's frontman, Tim Wheeler.

The seventh full-length release for the gypsy punk rock band led by Eugene Hütz features a guest appearance by Regina Spektor.

The first solo release for the British electronic producer since 2009 was co-written with the Sabrettes’ Nina Walsh.