The latest full-length solo release for the Detroit rapper features contributions from James Acaster, Dane, Daoud, Eldar Djangirov, Chris Keys, Shaka King, Bilal Salaam, and Paul "Bae Bro" Wilson.

The sixth studio LP for the distinctive English band is preceded by the EP "Don't Even Go There" (which shares one track with the album).

O'Connor's first studio album since "retiring" from the music business consists of covers of a dozen reggae classics, including songs by Burning Spear, Peter Tosh and Lee "Scratch" Perry.

The band's fifth album was produced by Guy Piccioto and John Goodmanson.

This is the fifth full-length studio release from the indie brother duo of Peter and David Brewis.

Beach Boy Brian Wilson plays 15 of his songs with just a piano on his latest solo full-length release.

The four-track EP features songs from the band's "Strawberry Jam" studio sessions.

London-based singer-songwriter Nilüfer Yanya worked with Wilma Archer, Jazzi Bobbi, Bullion, and Andrew Sarlo for her second full-length release.

This is the fifth studio for the Danish indie experimental pop trio.

The third full-length release for the Brooklyn indie rock band led by Adrianne Lenker was produced by Andrew Sarlo.

The debut solo release from the former leader of indie-rock legends Pavement.

Robert Smith declared 'Bloodflowers' to be the final release from The Cure. It wasn't, of course, but it does in theory complete a trilogy that began with 'Pornography' and 'Disintegration.'

The Baltimore band returns with a quick follow-up to last year's self-titled debut.

The fourth full-length release for the Brooklyn duo of Alexis Krauss and Derek Miller was self-produced.

The latest full-length studio release for the Los Angeles post-hardcore quintet was produced by Ross Robinson.

The long-delayed debut album for Keri Hilson features Timbaland, Lil Wayne, Keyshia Cole, Ne-Yo, T-Pain, Akon, Lil Jon, and Trina as guest artists.

The debut full-length release for the indie band from Australia was recorded in Nashville with producer Joe Chiccarelli.

This is the debut full-length release for the Australian indie singer-songwriter.

Recorded in 2005, this is the second album from Ali Farka Toure and Toumani Diabate, who won a Grammy for their previous effort together. Ali Farka Toure passed away from cancer in 2006.

Producer Mike Mogis helped tighten the sound on the Philadelphia quartet's fourth full-length release.

The debut full-length release for the indie pop singer-songwriter was produced by Ariel Rechtshaid and Justin Raisen.

The latest solo release for the Canadian metal artist features contributions from Morgan Ågren, Ryan Dahle, Ché Aimee Dorval, Mike Keneally, Samus Paulicelli, Steve Vai, and Anneke Van Giersbergen.

Audioslave's Tom Morello is among the musicians providing the framework for the politically-charged rap duo's first release in five years.

This double-disc live set features 21 tracks (many from last year's 'Z') recorded at The Fillmore in San Francisco.

The fourth full-length release for Atlanta-based chillwave producer Ernest Greene was mixed by Ben H. Allen.

A reunited Jane's Addiction (sans bassist Eric Avery) is back with their first studio recording in 13 years.

This is the debut album for the Alan Palomo-led band.

The second full-length release for the indie pop duo of Kacey Underwood and Alice Costelloe was produced by Rory Attwell.

The 11th full-length studio release for the trash metal band sees the return of bassist Steve DiGiorgio.

The dozen tracks (ten written by Knopfler, two by Harris) on the pair's first collaboration were recorded over a seven-year span.

The 21-track release from British indie rock band Django Django as originally planned as four EPs.

The experimental electronica duo of Rob Brown and Sean Booth return with eight new tracks.

The second full-length release for the garage rock band formed by Mississippi-born John Barrett was self-produced.

The fourth self-titled release for the alternative rock band led by Rivers Cuomo was inspired by Southern California beach life and was produced by Jake Sinclair.

The second mix album from Irish DJ/recording artist/film composer David Holmes weaves together obscure soul tracks from the 60s and 70s with short instrumental bits composed by Holmes (under his Free Association moniker).

Releasing their first album in 1983, the New York City post-punk band's new album picks up where they left off with the dark vision, intense rhythms and musical intensity that made them trailblazers for the industrial music movement.

The debut full-length release for King Britt as Fhloston Paradigm combines electronic music with science fiction movie soundtrack elements.

The first solo album in seven years for the Fleetwood Mac vocalist was partially produced by Sheryl Crow. Sarah McLachlan lends her voice to one track. Other guests include Macy Gray and Natalie Maines from the Dixie Chicks.

Kieran Hebden releases a 30-minute, four-track minialbum.

The debut full-length album for The Distillers' Brody Dalle-led band was produced by fellow band member Alain Johannes.

The folk singer from New York releases her latest album, which features songs written by Steve Earle, Elvis Costello, and T-Bone Burnett.

The third album for the Spencer Krug-led project is its first with newest member Mark Nicol.

This is the second LP for the Montreal-based indie-pop quartet featuring actor Torquil Campbell, Evan Cranley (also a member of Broken Social Scene), Amy Millan and Chris Seligman.

Officially an EP, this 10-track effort is actually a full 50 minutes long and contains all new material. Guests include Lenny Kravitz, Zap Mama, Queen Latifah, Angie Stone and Bahamadia.

Rick Rubin produces the band's major label debut album.

This is the second album in 2011 for the alternative rock band led by John Dwyer.

The debut solo release for Animal Collective's Josh Dibb was originally planned as part of a Kickstarter project to travel to Mali in 2009 before he decided to donate a majority of the Kickstarter funds to charity.

The second compilation album for the electronic duo includes a new track, 'Keep My Composure' which features Spank Rock.

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

The full-length debut for the Los Angeles pop singer-songwriter features production and songs co-written by Tim Anderson, Lil Silva, Justin Parker, Shlohmo, Sohn, Totally Enormous Extinct Dinosaurs, and Jamie Woon.

The debut full-length studio release for London-based indie rock artist Bakar features contributions from SebastiAn and Matthew Tavares with production from Zach Nahome.

The Memphis-born singer-songwriter is backed by The Earlies on this debut disc.

The indie rock band releases its latest album produced by Brian Beattie.

This is the third EP for the New York electronic rock duo of Sarah Barthel and Josh Carter.

The fifth studio release for the rapper features guest appearances from Ab-Soul and Nikki Jean.

The debut full-length solo release for the Durand Jones & the Indications drummer/songwriter was produced by Dan Auerbach.

Marc Nugyen Tan returns with a second album of 80s-influenced electronica.

The Japanese band named after a Melvins song releases their latest album.

This is the debut full-length release for the Oslo-based synth-pop duo of Anna Lotterud and Brady Daniell-Smith.

This is the San Francisco rock singer's third release in 2012 (the other two were: Hair with White Fence and Slaughterhouse with his own band).

The days of hard-rocking Yo La Tengo appear to be over (at least on record), as the Hoboken, NJ trio continues along the atmospheric, lower-volume path begun on 'And Then Nothing Turned Itself Inside-Out.' Included among the 13 Roger Moutenot-produced tracks is a cover of Big Star's "Take Care" and the James McNew-sung "Tiny Birds."

John Darnielle recorded this 13-track Mountain Goats disc with the help of musicians John Vanderslice, Peter Hughes, Franklin Bruno and Scott Solter.

The American Idol songstress returns with her highly anticipated third album featuring--for the first time as a bonus track--Fantasia's signature song from her acting role in The Color Purple.

The trio led by Saturday Night Live's Adam Samberg returns with its follow-up to its 2009 parody debut album.

Patti Smith's first album since 2004's Trampin' features guest appearances by her children Jesse and Jackson, Tom Verlaine, and Jack Petruzzelli.

The UK rockers' fifth studio album is their first to utilize an outside producer, Gil Norton (Pixies, Foo Fighters).

The seventh full-length release for the Canadian experimental electronic producer was recorded live in Montreal, Reykjavik, and Seattle.

The latest full-length release for the San Francisco garage rock band led by John Dwyer was recorded and mixed by bandmember Chris Woodhouse.

The third full-length release for the Tennessee singer-songwriter was produced by Butch Walker.

The French house music duo releases its latest, which features Pharrell Williams on one track.

After two EPs last year, the Manchester producer releases a full-length electronic release featuring the operatically trained vocalist Alison Skidmore.

Crowded House's Neil and Tim Finn reunite with producer Mitchell Froom for this disc, which also finds them joined by Los Angeles musicians Matt Chamberlain and Jon Brion.

This is the fourth studio album for the British folk rock singer-songwriter.

The Liars go more electronic on their sixth album that includes production with Mute Records founder Daniel Miller.

The second full-length release for the James Wallace project is said to be a psych-folk opera was recorded in Nashville and Richmond.

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

The fourth full-length studio release for Australian singer-songwriter Alex Cameron features contributions from Jackie McLeann, Lloyd Vines and Sleaford Mods' Jason Williamson.

The third full-length release for the psych-rock band led by Ruben Nielson includes contributions from his brother Cody and his father Chris.

The ninth album for the Texas-born rapper features guest appearances from Bilal, Bun B, Lil Wayne, J. Prince, Papa Rue, Slim Thug, and Z-Ro.

The quadruple-platinum country singer's first studio album in three years is named after a Guy Clark song and features the singer-writer throughout the record.

This is the debut full-length release for the electro pop twin sister duo of Miranda and Elektra Kibley-Jansson (daughters of The Church's Steve Kilbey and Pink Champagne's Karin Jansson).

The debut full-length release for the British indie rock band includes four tracks from its Limousine EP.

The sixth full-length studio release for the R&B singer features a guest appearance from A$AP Rocky as well as contributions from Roy Ayers, Mark Batson, Emeli Sandé, Swizz Beatz, and Pharrell Williams.

The mysterious San Francisco-based artists--who have been at it now for over 30 years--return with a collection of vaguely animal-themed tracks.

The second full-length release for the British pop artist was inspired by her own long-distance relationship.