The debut full-length studio release for the Chicago-based rapper features guest appearances from Michael Anthony, BADBADNOTGOOD, J-Stock, Ravyn Lenae, Noname, Xavier Omär, and theMIND.

Originally begun as a solo project for Kristine Leschper, the debut full-length release for the Athens, Georgia quartet was produced by Drew Vandenberg.

The debut full-length release for the British rock trio was produced by Pulp's Steve Mackey.

The fourth full-length release for the Canadian punk rock band was produced by Lars Stalfors.

The latest release in RVNG Intl.'s FRKWYS series features the collaboration between Kaitlyn Aurelia Smith and Suzanne Ciani.

The sixth full-length release for the Cincinnati indie rock band was produced by Jerri Queen and John Hoffman.

The collaboration between rapper Open Mike Eagle and producer Paul White features guest appearances from Aesop Rock and Future Islands' Hemlock Ernst.

The third full-length studio release for the duo that includes the Mazzy Star singer and My Bloody Valentine's Colm Ó Cíosóig features a guest appearance from Kurt Vile.

The second full-length solo release for the electronic producer is his first in five years.

The Canadian post-punk previously known as known as Viet Cong return with a new name and a new album produced by Graham Walsh.

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

The second full-length release for the French indie electronic collective led Marlon Magnée and Sacha Got was recorded in Paris and Los Angeles.

The debut full-length collaboration from the Berlin-based producers Max Graef and Glenn Astro features influences from electronic, funk, hip-hop, and jazz.

The debut full-length release for the Australian singer-songwriter was produced with Tarquin Manek.

The first solo release in five years for the electronic producer features guest appearances from Beans, Bibio, Thom Yorke, Thom Yorke.

The debut full-length solo release for Speedy Ortiz's Sadie Dupuis was self-produced and features a guest appearance from Sammus.

The debut full-length release for the duo of WU LYF's Ellery Roberts and Ebony Hoorn was produced by The Haxan Cloak.

The sixth full-length studio release for the French metal band was recorded at their own studio in New York.

The debut full-length release for the Louisiana-born singer-songwriter was self-recorded and mixed by Brandon Summers and Benjamin Weikel of The Helio Sequence.

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.

The soundtrack to the 2014 Elliott Smith documentary features outtakes, demos, alternative takes, and unreleased songs.

The 14th full-length studio release for the Ambient techno duo was recorded while on tour.

The debut full-length release for the British experimental pop teen duo of Rosa Walton and Jenny Hollingworth was recorded by Will Twynham in a former nuclear bunker-turned-studio.

The eighth full-length studio release for the Canadian sister duo was produced by Greg Kurstin.

The sixth full-length release for the Malian singer-songwriter was produced by John Parish and features guest appearances from Devendra Banhart, John Paul Jones, and Toni Morrison.

The fifth full-length release for the New York rapper is a concept album about a computer hacker in Burundi features guest appearances from Emily Kokal and Haleek Maul.

The fourth full-length release for the Canadian electronic band was recorded in a studio over three days.

The 17th full-length release for the Canadian artist's project features a new version of "Truth" (from the 1998 album Infinity) as well as a cover of Ween's "Transdermal Celebration."

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

The second full-length solo release for the Crooked Still member was inspired by memories of her Irish grandfather and was produced by Tucker Martine.

The second full-length solo release for the My Morning Jacket frontman was produced by Blake Mills.

This is thee fifth full-length release for Swedish producer Axel Willner.

The second full-length release for the duo of Emily Cross and her husband Dan Duszynski was recorded in their ranch in Texas.

The fifth full-length release for the British indie rock band was produced by John Congleton.

The second full-length release for the British trio was produced by Charlie Andrew.

This is the debut full-length release for the Los Angeles-based electronic artist.

The second full-length release for the side project of Iceage's Elias Bender Rønnenfelt features contributions from Choir of Young Believers' Sonja La Bianca as well as members of the Stargaze Orchestra.

The first solo release of new material from the Grateful Dead guitarist in 30 years was produced by Josh Kaufman with contributions from Aaron and Bryce Dessner, Josh Ritter, and Scott Devendorf.

The third full-length release for the New York alternative rock band was produced by Mike Ditrio.

Eight songs from the British rock band's 2015 self-titled release were reworked for this "mini-LP."

The second full-length release for the band led by Tom Petty was produced by band members Petty and Mike Campbell with Ryan Ulyate.

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

The third full-length studio release for the British prog rock band was recorded in Devon, Isle Of Wight and London.

The 13th full-length release for the British prog rock band that features Peter Hammill, Hugh Banton and Guy Evans.

The fourth full-length release for the British singer-songwriter was co-produced with James Dring.

The second full-length release from the trio that includes Nils Frahm, Frederic Gmeiner and Sebastian Singwald features more tracks made from their early 1990s four-track recordings.

The debut full-length solo release for the French electronic artist who makes up one half of Air was inspired by Glenn Gould's performances of Bach.

The latest solo release from the Guided By Voices leader was produced by Nick Mitchell.

The seventh full-length studio release for the British folk rock band was produced with Ali Staton.

The debut collaboration between James Yorkston, Jon Thorne, and Suhail Yusuf Khan features influences from folk, Indian, and jazz music.

The debut full-length solo release for the lead singer of The Gaslight Anthem was produced by Butch Walker.

Digitally released in June, the Baltimore indie duo of Jenn Wasner and Andy Stack collected and completed eight outtakes from its previous two albums for the band's fifth studio release.

The surprise album release of the British electronic producer's third full-length features a collaboration with Bon Iver as well as the track "Radio Silence," which had been the tentative title of the album in 2015.

The latest from the DJ-Kicks mix series is from Glasgow-based DJ that was influenced by some of his first shows.

The California alternative rock band return from a five year hiatus with its ninth full-length studio release produced by Eric Palmquist.

The second full-length release for the emo/indie rock band comes 15 years after its debut.

The fourth full-length release for Natasha Khan is a concept album about a woman who takes her honeymoon trip alone after her fiance was killed just before their wedding.

The second full-length release for the British electronic duo of Joe Andrews and Tom Halstead was inspired by Raime side-project Moin's 2013 self-titled EP.

The ninth full-length studio release for the singer-songwriter was written, produced, arranged, and recorded with Noah Georgeson and Josiah Steinbrick.

The fifth full-length release for the R&B/soul singer was recorded over four days and features influences of more gospel and blues than his previous album.

Ex-Working For A Nuclear Free City guitarist Gary McClure added Ian Reitz, Josh Van Hoorebeke, and his wife, Bridgette Imperial for his second full-length release as American Wrestlers.

The third full-length release for the North Carolina trio features guest appearances from Amy Ray, Angel Olsen, and Mirah Zeitllyn.

The 13th full-length studio release for the Los Angeles punk rock band was produced by Cameron Webb.

Written and produced together for the first time, the latest release for the group that features influences of jazz, R&B, hip-hop and pop was recorded in New Orleans.

This is the second full-length studio release for the indie-pop project of Greta Kline.

Buddy Miller invited such artists as Brandi Carlile, Shawn Colvin, Kris Kristofferson, The Lone Bellow, Kacey Musgraves, Lucinda Williams, and Lee Ann Womack on the annual Cayamo Festival Cruise to perform and record their performances.

The fourth full-length studio release for the Irish singer-songwriter features some songs from the same recording sessions as her 2015's Hairless Toys.

The ninth full-length release for the Minneapolis alt-country band was co-produced by R.E.M guitarist Peter Buck and Tucker Martine.

The third full-length release for Brooklyn experimental artist was self-produced and features contributions from Mas Ysa's Thomas Arsenault, Dutch cellist Maarten Vos and percussionist, Jamie Ingalls.

Produced by Jack Frost, the latest release from the singer-songwriter features cover songs written by such artists as Harold Arlen, Sammy Cahn, Carolyn Leigh and Johnny Mercer.

The third full-length release for the hip hop artist/actor Donald Glover features influences of funk and soul music.

The eighth full-length release for the garage rock artist was produced with F Bermudez.

This is the debut full-length release for the trio formed by Thalia Zedek, Jason Sidney, and Gavin McCarthy.

Chrissie Hynde returns after an eight year absence as the Pretenders backed by Dave Roe, Russ Pahl, Kenny Vaughan, Leon Michels, and Richard Swift on this release recorded with the Black Keys' Dan Auerbach.

The second full-length release for the Russian five-piece was recorded in less than five days.

The third full-length release from the Irish singer-songwriter features production from Nineteen85, Two Inch Punch, and Frank Dukes.

The debut full-length release for the Brooklyn-based singer-songwriter was mixed by Shawn Everett.

The latest solo release for the Minnesota-based singer-songwriter was produced with Jacob Hanson.

Ryuichi Sakamoto worked with Alva Noto, and Bryce Dessner on the soundtrack of Alejandro G. Iñárritu's 2015 film starring Leonardo DiCaprio.

The debut full-length release for the Seattle alternative rock trio was co-produced with Dylan Wall.

The third full-length release for the British singer-songwriter was influenced by her experience living in the United States while working as a journalist the past three years.

The eighth full-length solo release for ex-Destroyer drummer Scott Morgan was inspired by the score to the 1982 experimental film Koyaanisqatsi by Phillip Glass.

The latest solo release from the singer-songwriter was co-written and executive produced by Michael League of Snarky Puppy.

The latest solo release for the British singer-songwriter is his first non-concept album since 2009's 21st Century Man.

Working with Arcade Fire's Richard Reed Parry, the second full-length release for the Canadian-based indie artist Laurel Sprengelmeyer features guest appearances from such artists as Sufjan Stevens, Sharon Van Etten, and Kyp Malone.