The fourth studio release for the electronic duo features guest appearances by Julian Casablancas, Todd Edwards, Panda Bear, Paul Williams, and Pharrell Williams.

The sixth studio release for the Brooklyn indie rock quintet features guest appearances from Annie Clark of St. Vincent, Richard Reed Parry of Arcade Fire, Sufjan Stevens, and Sharon Van Ette.

The eighth studio full-length release for the rapper includes guest appearances from 2 Chainz, Chief Keef, Rick Ross, and Wiz Khalifa.

This is the debut full-length release for the now duo of Montreal producer Devon Welsh and Matthew Otto. [Welsh released II, a collection of songs in 2011 as a solo project.]

The debut release for the New Zealand singer is a 1950s-inspired rock album with some hip-hop and dance music influences.

This is the debut release for the indie rock band formed by Vinny Peculiar and former Oasis guitarist Paul "Bonehead" Arthurs.

The two years Canadian artists Alex Zhang Hungtai spent on the road is the concept behind his double album as Dirty Beaches.

The British-born, Portland-based artist was backed by Jose Medeles, Dan Wilson, Saunder Jurriaans, Banny Bensi, and Emil Amos on her sixth full-length studio release.

The fourth full-length release for the rock band led by Jared Leto was co-produced with Steve Lillywhite.

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

The third release for the Australian hard rock band led by Joel O’Keeffe was produced by Brian Howes.

This is the debut psych/death folk project from Black Mountains' Stephen McBean and guitarist Imaad Wasif.

The sixth studio release for the British jazz-pop artist was recorded with such items as iPhone apps, old keyboards, and cassette recorders.

The four-track EP for the Michigan electronic artist is her first of two releases in 2013.

This is the sixth full-length studio release for the British punk band led by John Robb.

The first new release for the Scottish rock band in eight years was co-produced with Richard Hawley.

The fourth full-length release for the Athens, Georgia indie rock band includes a cover of Billy Idol's "Eyes Without a Face."

This is the second full-length release for the Berlin-based Romanian techno producer.

Co-produced by Ariel Rechtshaid and band member Rostam Batmanglij, the third full-length release from the indie rock quartet was inspired by New York City.

The live release of the collaboration between the Norwegian jazz-rock band and the British chamber orchestra Britten Sinfonia was recorded in London in 2012.

The sixth solo release for the guitarist was written and recorded in New Jersey while he was taking care of his mother.

This is the debut release for the ambient band formed by William Cashion of Future Islands and Bruce Willen of Double Dagger.

The debut release for the London-based duo includes sound samples from Public information film archives.

Produced by John Parish, the Norwegian artist's latest release was influenced by a sound and light installation commissioned in 2011.

The third full-length release for the British metal band was inspired by 1970s exploitation films.

The debut release for the San Francisco singer-songwriter is also the first album on Tim Presley's Birth Records.

Mark Lanegan collaborates with British Blues artist Duke Garwood on the release recorded by Justin Smith in California.

The seventh studio release for Matthew Cooper is a double LP with a guest appearance by Ira Kaplan of Yo La Tengo.

The third release for the Brisbane, Australian band is a mix of pop and psychedelic rock.

Dance and R&B influences the full-length debut from Wye Oak's Jenn Wasner and Art Department's Jon Ehrens.

This is the debut full-length debut for the New York duo of Lizzy Plapinger and producer Max Hershenow.

The fourth full-length studio release for the Philadelphia pop-punk band was produced by Steve Evetts.

The second full-length release for the Brooklyn synth-pop band led by Josh Kolenik was self-produced.

Produced with Biggi Veira, the synth-pop second release for the former Czars singer includes guest vocals from Sinead O’Connor.

The seventh release from Stephen Wilkinson as Bibio sees the British producer going back to more ambient and folk style of his earlier albums.

The second full-length release for the Austin trio was written while singer/guitarist Nate Grace was recovering from a serious leg injury.

The folk artist reworks Mariah Carey's "Shake It Off" and Tim McGraw's "My Old Friend" on his debut release with the Nonesuch label.

Detroit's Adam Miller and Nicola Kuperus return with their first release since 2007's Why Bother?.

The fourth full-length studio release for the actress/singer/X-Factor judge features a guest appearance by Cher Lloyd.

Produced by Jörgen Elofsson and Peter Nordahl, the ABBA singer returns with her fifth (English language) solo release.

The second full-length release for the Los Angeles duo of Jesse Kivel and Zinzi Edmundson was produced by Pete Wiggs and Tim Larcombe.

The seven-track EP from Jack Tatum's indie pop project was recorded in Brooklyn with Al Carlson.

The first studio full-length release in 23 years for the New York garage rock band led by Scott Kempner includes new bassist Michael DuClos, taking over for original bassist, Manny Caiati.

The debut full-length release for the Portland, Oregon, duo of Rocky Tinder and Eric Phipps was produced by Unknown Mortal Orchestra's Jacob Portrait.

The fifth release for the New Zealand psychedelic indie rock band is 80 minutes long.

Canadian cellist Rebecca Foon worked with Jamie Thompson on her solo debut project.

The debut full-length release for Ice Age's Elias Bender Rønnefelt's side project with Loke Rahbek of Sexdrome, Kristian Emdal of Lower, and Lukas Højland of Redflesh was recorded in New York.

The fifth full-length studio release for the New Jersey hardcore rock band was produced by Steve Evetts.

The debut full-length release for the violinist/singer discovered by TV on the Radio's Kyp Malone was inspired in part by the Frederick Douglass' autobiography.

John Feldmann returns to produce the fourth release for the Las Vegas hard rock band. It is the first release with new bassist Thomas "TJ" Bell [replaced Max Green who left in 2012] and rhythm guitarist Michael Money.

The debut full-length release for the Los Angeles electronic duo of Tyler Blake and Michael David includes guest appearances from Active Child, Sarah Chernoff of Superhumanoids, Jeppe of Junior Senior, Jesse Kivel of Kisses, and Nancy Whang of LCD Soundsystem.

This is the second release for the Norwegian instrumental jazz rock/metal trio band.

The latest release for the multiple Grammy-winning includes Esperanza Spalding as a guest vocalist.

The latest studio release from the Country Music Hall of Fame singer was produced with long-time producer Tony Brown.

The hip hop artist's first studio release since 2002's Eve-Olution includes guest appearances from Missy Elliott, Juicy J, Chrisette Michele, Pusha T, Dawn Richard, and Gabe Saporta from Cobra Starship.

The latest release from the husband-and-wife duo Brett and Rennie Sparks is a concept album based on animals and real-life historical figures.

The fourth EP for the Queens rapper was produced by El RTNC.

The debut full-length release for the Birmingham Conservatoire graduate includes influences from gospel, jazz, R&B, and soul music.

The first release for French artist Cecile Schott since 2007’s Les Ondes Silencieuses was self-produced.

This is the 30th studio release for the British post-punk band led by Mark E. Smith.

The reissue of the second album from Kim Deal's alternative rock band with Tanya Donelly is a three-disc set that includes demos, rare tracks, a BBC session recording, and the 1994 fan club-only live album Stockholm Syndrome.

This is the first official house mix release from the Dutch DJ and producer.

The debut full-length release for the all-female British post-punk quartet was produced by Johnny Hostile and Rodaidh McDonald.

The second release for the San Francisco-based rock singer features K. Dylan Edrich and Ty Segall as guest musicians.

The second release for the British electro-pop singer Victoria Hesketh as Little Boots was produced by Tim Goldsworthy with contributions from Andy Butler of Hercules and Love Affair and James Ford of Simian Mobile Disco.

Tom Hagerman of Devotchka, Pierre de Reeder of Rilo Kiley, Joey Spampinato of NRBQ, Tilly and the Wall, and Mike Watt are some of the guest musicians on the third release for the indie pop duo of M. Ward and Zooey Deschanel.

This is the third studio release since the British band reunited in 2007.

The fourth full-length release from the country trio was produced by Paul Worley.

The fifth solo release for the Brooklyn rapper features guest appearances by such artists as Marsha Ambrosius, Busta Rhymes, Curren$y, Melanie Fiona, Kendrick Lamar, Miguel, Nelly, and Seu Jorge.

The second release for the London-based indie pop band led by Greg Hughes was influenced by 1980s pop music.

The second full-length release for the Philadelphia indie rock band led by Aleks Martray was produced by Chris Powell and Bill Moriarty.

The first album of original songs written by the British rock singer was inspired after completing and publishing his autobiography in 2012.

The second release for the country trio of Miranda Lambert, Ashley Monroe, and Angaleena Presley was produced by Frank Liddell, Glenn Worf, and Chuck Ainlay.

Co-produced with Ben Harper, the debut solo release for the Dixie Chicks singer is a rock-influenced covers album of songs by such artists as Jeff Buckley, Patty Griffin, Pink Floyd, and The Jayhawks.

Produced by Tony Hoffer, the Los Angeles six-piece mixes electronic music elements to its 1960s soul on its second full-length release.

Kimya Dawson teams up with Aesop Rock to combine their music styles on their debut music project together as The Uncluded.

This is the second release since the British psychedelic rock band led by Nick Saloman reformed after a seven year hiatus.

The saxophonist is backed by producer/pianist Brad Mehldau, bassist Larry Grenadier and drummer Brian Blade on this jazz orchestral release.

The jazz quartet includes live recordings from their 2012 tour and remixes by such artists as Luke Abbot, DJ Luca Lozano, Scratcha DVA, and Will Ward.

Co-produced with Craig Ross, the mostly acoustic release for the singer-songwriter was inspired by her father, who passed away in 2009.

Overseen by Jay-Z, the soundtrack to Baz Luhrmann's adaptation of F. Scott Fitzgerald's novel features original songs from Fergie, Florence and the Machine, Gotye, Jay-Z, Nero, Sia, will.i.am, and The xx. It also includes covers of Amy Winehouse's "Back To Black" performed by Beyoncé and Andre 3000; Lana Del Rey's "Young and Beautiful" performed by Bryan Ferry; Beyoncé's "Crazy In Love" performed by Emeli Sandé; and "U2's "Love IS Blindness" performed by Jack White.

The debut solo album for the Underworld co-founder is less electronic than his partnership with Rick Smith.

The third full-length studio solo release for the producer/rapper features guest appearances from Lloyd Banks, Masspike Miles, Royce da 5'9", Styles P, Raekwon, and Twista.

Produced by Nicolas Vernhes, the sixth release for the Atlanta indie rock band led by Bradford Cox includes two new band members: bassist Josh McKay (taking over from Joshua Fauver) and guitarist Frankie Broyles.

The third full-length release for the dubstep producer includes guest appearances from Charli XCX, Kano, P-Money, Autumn Rowe, and Youngman.