The experimental/psychedelic Japanese collective returns with their first album in five years, with co-founder Taishi Takizawa re-joining the group as a member (in addition to continuing to serve as the band's producer).

The third album for the Minnesota duo is the first release in five years.

Born Aaron Dontez Yates, the Kansas City rapper releases his latest LP on Strange Music, featuring appearances from Busta Rhymes, E-40, T-Pain, and more.

The third full-length album for Nika Roza Danilova was coproduced with Nudge (aka as Brian Foote).

The second full-length release for the Brooklyn-based rock band led by Andrew Savage follows the title track's 7-inch single release on Record Store Day.

The mini-album features songs from sessions from 2013's The Raven That Refused To Sing (And Other Stories) and 2015's Hand. Cannot. Erase.

The debut full-length release for Erol Alkan and Richard Norris as Beyond the Wizard's Sleeve features guest appearances from Euros Childs, Blaine Harrison of The Mystery Jets, Holly Miranda, Hannah Peel, and Jane Weaver.

The third full-length release for the London-based electronic producer is the first to feature him singing in Spanish.

The debut full-length release for the Black Veil Brides frontman's solo project was produced by John Feldmann.

The veteran Irish trio return with a rock-oriented affair, their fifth studio disc overall.

Missy Elliott reunites with producer Timbaland for her fifth album, which features vocal contributions from Nelly, Jay-Z, Mary J. Blige, Fabolous and R. Kelly.

British electronica artist Ben Jacobs returns from a six year absence to release his third album under the Max Tundra name.

Following positive reviews for his EPs, James Blake releases his first full-length album.

The singer, songwriter, guitarist, and producer releases his debut album for Dangerbird Records.

The third full-length release for the country trio of Miranda Lambert, Ashley Monroe and Angaleena Presley was produced by Frank Liddell.

The second album for the Mark Ronson-produced quartet goes for a 1960's sound.

The California rapper who worked on Dr. Dre's Detox album releases his third independent album, featuring Colin Munroe, GLC, RZA, Schoolboy Q, Ashtro Bot, BJ the Chicago Kid, and Ab-Soul as guests.

The eighth full-length studio release for the indie rock band features contributions from Marissa Nadler, Shearwater's Jonathan Meiburg, and yMusic.

The latest full-length solo release for Malian singer and guitarist Vieux Farka Touré was produced with Eric Herman.

The latest album for the California group was recorded during the Alopecia recording sessions.

Fat Joe's latest album features Busta Rhymes, Clipse, Cam'ron, Lil Wayne, Rico Love, TA, Too Short, Trey Songz, and Young Jeezy as guests.

The third full-length release for the Australian brother-and-sister duo was produced by Rick Rubin.

Brendan O'Brien produced this second album for the New York band.

Chris Stewart continues Black Marble without Ty Kube on its second full-length release.

The fourth full-length release for the Nashville singer-songwriter was produced by Gabe Wax and mixed by Lars Stalfors.

Ski Beatz produced most of the New Orleans-born rapper's first solo album with Def Jam.

The latest album for Mac Rebennack, the multiple Grammy-winning singer-songwriter from New Orleans, was produced by Dan Auerbach of the Black Keys.

The fifth full-length studio release for the Swedish hardcore punk band was produced by Martin Ehrencrona.

The third full-length from the Minneapolis band.

The second solo release for the indie pop singer, who is one half of The Fiery Furnaces with her brother Matthew, was co-written with songwriter Wesley Stace (a.k.a. John Wesley Harding) and produced by Eric Broucek.

The debut full-length studio release for the Atlanta rapper features guest appearances from Pi'erre Bourne, Chief Keef, Gunna, Lil Uzi Vert, Red Coldhearted, Travis Scott, Skepta, Bryson Tiller, Young Nudy, and Young Thug.

The third full-length release for the alternative pop artist features guest appearances Dominic Fike, Alanis Morissette and BTS' Suga.

The singer-songwriter recorded this strongly political (and anti-Bush) ten-song set in just two weeks earlier this year.

This is the third Hawk album for former Neutral Milk Hotel drummer Jeremy Barnes. Like previous efforts, it has an Eastern European flavor, although unlike previous efforts, it also includes contributions from Beirut's Zach Condon.

The debut full-length studio release for the Chicago artist features guest appearances from Chance The Rapper, Lorine Chia, Noname, and Nico Segal.

Unlike debut 'Out Of The Shadow,' album number two is a full-band affair, with Zach Rogue joined in the studio by his touring band.

After 40+ years in the business, Neil Diamond finally receives his first No. 1 record with this album produced by Rick Rubin.

The 20th studio release for the British electronic artist features guitarist Robin Finck and was produced with Ade Fenton.

This is the second full-length release for Ty Segall's side project with Charlie Moothart and Chad Ubovich.

The seventh full-length release for the San Diego death metal band was produced by Dave Otero.

The 20th full-length studio release for the rock artist was recorded over five days with the E Street Band and producer Ron Aniello.

The latest full-length release for the folk rock band was recorded at a one-room church and was mixed by Mike Mogis.

The third full-length album for the metal quartet from Miami was produced by the band's guitarist, Kurt Ballou.

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 Australian psych-rock band's fourth album was recorded in two weeks at a friend's farmhouse.

Tom Krell's second release as How to Dress Well shows more R&B influences.

The debut full-length release for the Los Angeles-based artist features contributions from Animals as Leaders' Tosin Abasi, Miguel Atwood-Ferguson, Son Lux's Ian Chang, Ludwig Görannson, Joshua Willing Halpern, Hundred Waters' Nicole Miglis, Rob Moose, Cam Obi, Majical Cloudz's Matt Otto, KING's Paris Strother, and Thundercat.

Cat Power's Chan Marshall returns with her first album of original material since 2006's The Greatest. The release mixed by Philippe Zdar of Cassius also features Iggy Pop on "Nothin' But Time."

'Human Kindness' is the latest disc of psychedelic electronica from Dan Snaith, who formerly recorded under the name Manitoba (before a threatened lawsuit from a similarly-named artist caused the switch to the similarly-Canadian Caribou).

The second volume in the Angels of Darkness, Demons of Light series from the Seattle-based quartet led by Dylan Carlson comprises five songs.

The second full-length release for the New Zealand indie pop quartet was produced by the band's guitarist Jonathan Pearce and lead singer Elizabeth Stokes.

The third full-length release for the Japanese rock band features guest appearances from Mndsgn, Ric Wilson, and YMCK.

The sixth album for the Scottish rock band was produced by Andy Miller.

The second album for the Dutch electronic producer sees him exploring the life of a DJ and being on the road.

The first non-soundtrack release from the Icelandic composer features appearances from the Air Lyndhurst String Orchestra, The Dirac Quartet, Paul Hillier’s Theatre of Voices, Clarice Jensen, and Anthony Weeden.

One of the four releases on the same day for Arca's KICK anthology features influences from reggaeton.

'Reality' finds a now 56-year-old David Bowie working once again with longtime producer Tony Visconti. Included among the 11 tracks is a cover of Jonathan Richman's "Pablo Picasso."

The ninth full-length studio release for Canadian indie rock group The New Pornographers is its first on the Merge label.

The second full-length collaboration from Brooklyn rapper billy woods and producer Kenny Segal features guest appearances by Aesop Rock, Benjamin Booker, Danny Brown, ELUCID, Sam Herring, and ShrapKnel.

The debut full-length release for the Canadian R&B-pop singer-songwriter features all five tracks from her Four Pink Walls EP.

Chris Clark's sixth album featuring Martina Topley-Bird and acoustic guitars was recorded around the world, including Australia, Belgium, Germany, Norway, and the UK.

The second full-length release for the Russian electronic artist was recorded over two weeks with producer Flaty.

The rock-influenced piano trio's fifth album mixes originals with covers of songs by David Bowie ("Life On Mars"), Tears For Fears ("Everybody Wants To Rule The World") and Rush ("Tom Sawyer").

Jack White plays drums and produced this album for the band headed by The Kills' Alison Mosshart, which also includes The Raconteurs' Jack Lawrence and Queens of the Stone Age's Dean Fertita.

The second full-length release for the band led by Kathleen Hanna was mixed by Eli Crews.

The seventh album for the Texas-based rockabilly star and his band features the track "Like a Rocket," selected as this year's official Daytona 500 theme song.

The 10th full-length studio release for the singer-songwriter was produced by Mitchell Froom and is his first album of original songs in eight years.

The New York rapper's fifth album attempts to return to the sound of his similar-titled 1994 hit debut, 'Illmatic.' Here, DJ Premier, Large Professor, and Swizz Beatz provide the beats.

The sixth album for the ex-The Fugees features guests such as T.I, Shakira, Mary J. Blidge, Chamillionaire, Norah Jones, and will.i.am.

The second album for the German-based band led by Kings of Convenience's Erlend Oye.

The British duo's debut full-length album was mixed by Rich Costey.

The full-length release for the Missouri-born singer-songwriter was produced with John Congleton.

The second full-length release for the Massachusetts alternative rock band led by Lynn Gunn was produced by Blake Harnage.

The eighth full-length studio release for the Detroit rapper features guest appearances from Oswin Benjamin, Beny The Butcher, Cyhi The Prynce, Conway the Machine, G Perico, Grafh, Kid Vishis, KXNG Crooked, Ashley Sorrell, Sy Ari Da Kid, T.I., Westside Gunn, White Gold, and YBN Cordae.

This is the second full-length album for Jesy Fortino, the singer-songwriter based in Seattle, Washington.

This is the self-produced debut release (originally self-released in May 2012) for Brooklyn artist Nick Principe.

The second full-length studio release for the rapper features contributions from such artists as A$AP Rocky, Damon Albarn, Kilo Kish, Juicy J, Ty Dolla Signn, and Bon Iver’s Justin Vernon.

Recorded by Steve Albini, 'Run To Ruin' is the New York singer-songwriter's third LP. The Dirty Three's Jim White chips in on drums.

The third album for the New York rapper features production by El-P, Aesop Rock, and F. Sean Martin.

Produced with Shane Stoneback and Ben Allen, the emotions around a breakup is the central theme of the second full-length release from the Brooklyn pop duo of Madeline Follin and Brian Oblivion.

The Canadian singer-songwriter's Nonesuch debut features covers of songs by other Canadian singer-songwriters, including Neil Young, Leonard Cohen, Ron Sexsmith, Jane Siberry, and William Shatner. (OK, so maybe not the last one.) There's also one lang original for good measure.

The debut full-length studio release for the rapper from Buffalo features guest appearances from Lloyd Banks, Benny The Butcher, Armani Caesar, DeJ Loaf, Elcamino, Flee Lord, Freddie Gibbs, Havoc, Method Man, and Westside Gunn.

The first true solo album for the Cypress Hill DJ includes vocal appearances by Amy Trujillo, Everlast, Josh Todd (Buckcherry), and Greg Dulli (Afghan Wigs).

The 12th studio release for the singer-songwriter includes contributions from Jason Falkner, Smokey Hormel, Roger Joseph Manning Jr., Justin Meldal-Johnsen, and Joey Waronker.