The latest full-length release from the Japanese noise-rock group is its first on the Third Man label.

Produced by Chris Heidman, the second full-length release for the Minneapolis rock band is its first with new drummer Rory MacMurdo.

The debut full-length album for the rock band is led by Circa Survive guitarist Colin Frangicetto.

This is the fifth studio album for the indie rock band from Belgium.

The second full-length Columbia Nashville release for the country singer-songwriter features guest appearances from Brothers Osborne and Brandi Carlile.

Another hot, retro-sounding band based in New York? Is there some sort of factory churning these bands out? (Or in the case of The Bravery, a Factory?) The band's self-titled debut, preceded by the requisite buzz, utilizes a new wave-flavored sound which is also reminiscent of, oh, let's just say New Order and The Cure.

The British rock band releases its seventh album, produced by Dave Sardy.

Alicia Keys' third album includes guest vocalists Marsha Ambrosius, John Mayer, and Linda Perry.

The release features a collection of singles from the CDs Toro y Moi sold while on tour.

This is the foruth album for the New York-based singer-songwriter.

The four-track release from Mats Gustafsson and Colin Stetson was recorded live at the Vancouver Jazz Festival in 2011.

The Canadian singer/pianist tackles American standards, backed by a big band on most of the tracks.

Butch Vig produces their sixth studio album.

The second collaborative album by Ty Segall and White Fence features 15 tracks that range from 16 seconds to over five minutes long.

The latest full-length release from alternative rock band The Dandy Warhols features guest appearances by Black Francis, Debbie Harry, and Slash.

This is the first album in 20 years for the band led by the Sex Pistol's John Lydon. The line-up includes Bruce Smith, Lu Edmonds, and Scott Firth.

This second album for the London quartet was produced by Ethan Johns and recorded at ICP Studios in Brussels, Belgium and the Distillery in Bath, England.

The sixth solo album for the Fleet Foxes member is his second album for the year.

Produced by Jon Brion, the second album for Best Coast is its first since drummer Ali Koehler was let go by the indie pop duo.

The second release on Arts & Letters for the Canadian singer, who also appeared in John Cameron Mitchell's movie Shortbus.

The first of a planned trilogy of albums inspired by French poets (Antonin Artaud for this release) from the experimental collective features Patti Smith and includes a guest appearance from Gael Garcia Bernal.

The band formed by drummers Shane Aspegren and Lori Sean Berg releases its third album recorded in Paris, France, with Antoine Gaillet.

The sophomore release for Adam Lambert features production and co-written songs by Nikka Costa, Dr. Luke, Claude Kelly, Bruno Mars, Sam Sparro, and Pharrell Williams.

The third solo release for the singer-songwriter features guest vocals from frequent collaborator, Jenny Lewis.

The fifth studio release for California rapper The Game features guest appearances from such artists as 2 Chainz, Big Sean, Chris Brown, J. Cole, Common, Jamie Foxx, Kendrick Lamar, Lil Wayne, Rick Ross, Tyga, Kanye West, and Wiz Khalifa.

The current Mojave 3 and former Slowdive member makes her long-awaited solo debut with 'Waves Are Universal,' which features production by David Naughton and drumming by Ashley Bates (Chapterhouse).

The second solo outing for the Black Crowes leader (who is now backed by a band named after his first solo disc, New Earth Mud) was co-produced by Robinson, Paul Stacey and Ethan Johns.

The seventh LP for the San Francisco-based band sees the fractured band reunited, as singer and co-founder David Freel is rejoined by drummer Sean Kirkpatrick.

This is the second solo disc for Faint bassist Joel Petersen. Mike Mogis produces.

Following a series of three glitchy, minimalist electronica albums entitled "1," "2," and "3," respectively, producer Stefan Betke (aka Pole) changes course and heads into experimental hip-hop and dub on this latest LP, even enlisting Ohio-based rapper Fat Jon for vocals on several tracks.

The husband-and-wife duo's second full-length album features Sufjan Stevens as a guest musician.

The 80s-influenced laptop-pop duo of Dan Geller and Amy Dykes return with their third LP.

This is the second full-length solo release for the former Yuck frontman.

Neil Michael Hagerty's latest band releases its sixth album, which is only 33 minutes long.

The debut release for the Manchester-based duo of Mike Benson and Jack Hardman was produced with Marten Hurley.

Full of futuristic synthesizer sounds and analog arrangements, Irish-born Marcus Lambkin's album of house jams features guest vocals from Hot Chip and LCD Soundsystem.

The soon-to-be-incarcerated (for perjury) rapper offers a fourth solo disc. Kanye West and Scott Storch are among the producers.

This is the second full-length release from the Brighton indie rock trio.

Sheryl Crow's seventh album takes a soulful musical direction for the singer-songwriter and features guest appearances from Justin Timberlake and Keith Richards.

This is the debut album for the 11-piece indie rock band led by Alex Ebert.

Alkaline Trio's Matt Skiba releases his debut full-length studio album.

The duo of Orenda Fink and Maria Taylor return with a six-track release produced by Andy LeMaster and Todd Fink of The Faint.

The latest release for the Dutch composer and lute player features a guest appearance from Zola Jesus.

This is the third full-length studio release for the Los Angeles-based progressive rock band.

The fourth full-length release from British psychedelic rock band Temples was produced by Sean Ono Lennon and mixed by Dave Fridmann.

This is the debut release for the project formed by Dan "The Automator" Nakamura and actress Mary Elizabeth Winstead during the filming of 2010 film, "Scott Pilgrim vs. the World."

This is the debut six-track EP for the singer from Minnesota.

This is the debut full-length release for the electronic pop project of former Mint Chicks member Kody Nielson.

The latest release from the German electronic producer Martin Gretschmann as Acid Pauli is his first on Nicolas Jaar's Clown & Sunset label.

The first album of new songs in over 15 years from the queen of disco.

Kyp Malone who has appeared on TV On The Radio and Iran's albums, releases his debut solo album.

The fifth full-length (non-Mariachi) release for the Los Angels punk band was produced by Rob Schnapf.

The debut full-length release for the London-based R&B singer features a guest appearance from HONNE.

This is the debut full-length release for the Los Angeles-based indie rock quintet.

The third release for the experimental rock side-project that included Spiritualized's John Coxon, Hot Chip's Alexis Taylor, and Pat Thomas, is the last with This Heat's Charles Hayward.

The eighth full-length release for the country singer-songwriter features guest appearances from Elle King, Maren Morris and Trombone Shorty.

The first new studio release in six years for the pop-punk band led by Joel and Benji Madden was produced by John Feldmann and features guest appearances from Sleeping With Sirens's Kellin Quinn and Biffy Clyro's Simon Neil.

The indie folk band releases its second EP of the year that contains B-sides from its The King Is Dead album.

Recorded live in studio with an audience, the debut full-length release for the actor/jazz pianist with his band, The Mildred Snitzer Orchestra and features guest appearances from Till Bronner, Imelda May, Haley Reinhart, and Sarah Silverman.

The debut album for the indie pop trio was produced by Dave Sitek.

The Canadian indie rock trio releases the follow-up to the band's 2008 debut, Red, Yellow & Blue.

With Dexter on guitar and his sister Sara on drums, the band releases its sophomore album of blues, jazz, psychobilly ballads, pop songs, and more.

Four years in the making, French electronica producer Jackson Fourgeaud's debut disc includes vocals from guests Mike Ladd as well as several of Jackson's family members.

This is the latest children's album for the band and as suggested by the title, it focuses on science.

The fifth full-length release for the British indie rock band was self-produced and features a guest appearance from Rachel Goswell of Slowdive.

The second full-length release for the indie rock trio was produced by Joe Chiccarelli.

Blur's Graham Coxon releases his seventh solo album, produced by Stephen Street.

The London-based trio of Joel Cadbury, Jamie McDonald and Brett Shaw return with a third album that finds them relying less on electronica elements than previous efforts.

The second full-length release for the Brooklyn chamber pop band led by Ellis Ludwig-Leone features vocals from Allen Tate and Charlene Kaye.

The collaboration with Lil Wayne (due to contract issues was listed as a 2 Chainz album) includes two tracks from the earlier released mixtape Felt Like Cappin.

The Ying Yang Twins guest on the Southern rapper's first release for Big Boi's Purple Ribbon label.

The New York City five-piece (yes, they're one of *those* New York bands) make their debut with 'Red Bedroom,' mixing dance and punk like it's 2002 all over again.

The second full-length studio album from Waka Flocka Flame features guest appearances from such artists as B.o.B., Drake, Flo Rider, Ludacris, Nicki Minaj, and Trey Songz.

This is the first album in 35 years for the Ohio Afro-jazz group.

The sophomore album for the Sussex, England pop rock band.

The Eurythmics member releases a solo album of rock and blues, recorded at Nashville's famous Blackbird Studios.

This is the debut release from the rock band formed by former Gallows singer Frank Carter and Hope Conspiracy guitarist Jim Carroll.

The fourth full-length release for the British rock band led by Josh Franceschi was produced by Neal Avron.

The debut full-length release for the collaboration between Fat Joe and Remy Ma features guest appearances from BJ the Chicago Kid, Kat Dahlia, The Dream, French Montana, Infared, Kent Jones, Kingston, Stephanie Mills, RySoValid, Seven Streeter, Ty Dolla Sign, and Vindata.

The second album for the group is its first on the Epic label. A vinyl version named Animal! contains songs they preferred, whereas this album contains songs preferred by Epic.

The second full-length release for the British soul collective was recorded in London and Los Angeles.