The debut full-length collaboration from The Bug’s Kevin Martin and Earth’s Dylan Carlson was recorded in two days in Los Angeles.

The fifth full-length release for the Oklahoma singer-songwriter was produced by John Vanderslice.

The eighth full-length release for the Belgian electronic duo features up to three drummers and was recorded in two days.

The second full-length release for the British post-punk band led by Jo Bevan was produced with Keith Totp.

The seventh full-length solo release for the rapper features guest appearances from Andra Day, G-Eazy, Cee Lo Green, Lil Wayne, and P.U.R.E.

The fifth full-length for the British pop artist features production from OneRepublic's Ryan Tedder and Ed Sheeran.

The seventh full-length release for the Scottish alternative rock band was produced by Youth and is its first new studio album in 18 years.

The five-track release from the Detroit noise rock trio is its first on its own label.

This is the second full-length release for the ambient project of Mark Nelson and Robert Donne.

The first new release in 17 years for the New York blues-punk band that includes Cristina Martinez and Jon Spencer.

One of two releases [the other is a live album] in March 2017 for the avant-garde singer, the studio album features jazz and traditional standards.

The debut full-length release from Andy and Edwin White was recorded live in their former Brooklyn apartment.

The latest release for the bubu artist from Sierra Leone features contributions from Boshra AlSaadi, Michael Gallope, Steve Marion, Matthew Mehlan, and Daniel Schlett.

The eighth release for the now New York City-based French electronic producer was influenced by his travels in New York, Paris and Tokyo as well as new age music.

The ninth full-length release for the Baltimore-based rock band led by Dave Heumann was recorded by Steve Wright.

This is the 11th full-length studio release for the Philadelphia psychedelic rock band.

The Village People's Randy Jones, Yoko Ono, Slow Club's Rebecca Taylor are some of the guests featured on the debut full-length release for the band first mentioned in Eccentronic Research Council's 2015 concept release that includes Fat White Family's Lias Saoudi and Saul Adamczewski as well as Eccentronic Research Council's Adrian Flanagan and Dean Honer.

The third full-length solo release for The Hold Steady frontman was produced by Josh Kaufman.

The fist solo release from Pavement guitarist Scott Kannberg in eight years features guest vocals from The National's Matt Berninger and Broken Social Scene's Kevin Drew.

The debut studio release for the Washington DC rapper features guest appearances from Ciscero, Brent Faiyaz, April George, Hare Squead, Kaytranada, Kokayi, Steve Lacy, Lil Dude, Mya, Radiant Children, Shy Glizzy, Jazmine Sullivan and Wale.

The debut full-length release for the British punk rock band is a concept album about a paranormal investigator.

The eighth full-length release for the music project of Phil Elverum was written after the death of his wife from cancer in July 2016.

The debut full-length release for the London-based Welsh electronic producer features a guest appearance from Jenny Hval.

The fifth full-length studio release for the rock band led by Emmett Kelly features contributions from Ty Segall.

The fourth full-length release for the British actor/singer-songwriter features contributions from Cosmo Sheldrake and Dave Tattersall.

The fourth full-length solo release for the Seattle singer-songwriter was co-produced with John Morgan Askew.

The debut release for the Stereolab frontwoman's project with the Source Ensemble features a duet with Hot Chip's Alexis Taylor.

The "playlist" project for the Canadian hip-hop artist features guest appearances from 2 Chainz, Black Coffee, Giggs, PartyNextDoor, Quavo, Sampha, Travis Scott, Jorja Smith, Kanye West, and Young Thug.

The third full-length release for the Connecticut-based indie rock band led by Cam Boucher was produced and mixed by Mike Sapone.

The 10th full-length release for the rap artist features guest appearances from Ape Drums, Travis Barker, Stephen A. Clark, Jason Derulo, Flo Rida, Enrique Iglesias, R. Kelly, Kiesza, Leona Lewis, Jennifer Lopez, Austin Mahone, Stephen Marley, Joe Perry, Prince Royce, Robin Thicke, and Ty Dolla $ign.

The second full-length release for the Swedish pop artist features guest appearances from MNEK, Ty Dolla $ign, and WizKid.

The latest release from the British folk-rock band includes both live and studio recorded tracks as well as guest appearances from Robert Plant and Pentangle's Jacqui McShee.

The 14th full-length studio release for the British electronic band was produced by Simian Mobile Disco's James Ford.

The seventh full-length release for the husband-and-wife duo of Adam Lee Miller and Nicola Kuperus features guest appearances from Robert Aiki Aubrey Lowe, Dorit Chrysler, Light Asylum's Shannon Funchess, Swans' Michael Gira, Nitzer Ebb's Douglas J. McCarthy, and Lun*na Menoh.

The ninth full-length release for indie rock band was co-produced with Dave Fridmann.

The seventh full-length solo release for the singer-songwriter features full-band versions of tracks from 2016's Ruminations (plus seven new songs) with contributions from Pearl Charles, Jim James, Blake Mills, Gus Seyffert, Maria Taylor, Nathaniel Walcott, M. Ward, Gillian Welch, and Jonathan Wilson.

The fourth full-length release for the Brooklyn-based New Jersey indie rock band is its first with new guitarist, Julian Lynch (Matt Mondanile left to concentrate on Ducktails).

The fourth full-length release for the British rock band is its first with new drummer Tommy Davidson was produced by Ross Orton.

The collaboration between Jarvis Cocker and Chilly Gonzales is a song cycle about the various famous people who have stayed at Los Angeles's Chateau Marmont.

The debut collaboration between pianist Jean-Michel Blais and electronic artist CFCF (aka Mike Silver) features a version of John Cage’s 1948 piece, “In a Landscape.”

The six-track EP was recorded during the same sessions as 2016's Hopelessness with production from Oneohtrix Point Never and Hudson Mohawke.

This is the debut full length release for the singer-songwriter who was the former frontwoman of the Furrs.

The 10th full-length release for the Florida death metal band led by John Tardy was recorded at his home studio.

The ninth full-length studio release for the rapper features guest appearances from Dej Loaf, Future, Gucci Mane, Anthony Hamilton, Jeezy, Meek Mill, Nas, Raphael Saadiq, Chris Rock, Scrilla, Ty Dolla $ign, Wale, Yo Gotti, and Young Thug.

The third full-length solo release for the Bad Religion lead singer features contributions from Social Distortion's Brent Harding, David Hidalgo, Jr., and Jonny Wickersham.

This is the debut full-length release for the British post-punk band led by Joe Talbot.

The Australian artist best known as Tame Impala's touring bassist and as a former member of Pond self-produced his debut solo release.

The 10th full-length solo studio release for the Los Angeles rapper features guest appearances from Beleaf, Big Too Big, Curtiss King, Krizz Kaliko, Reverie, and Rexx Life Raj.

The sixth full-length release for the Canadian folk pop artist was produced and mixed by Daniel Ledwell.

The fifth full-length release for the indie-pop rock band was self-produced by James Mercer.

The fifth full-length release for the Brooklyn-based singer-songwriter features guest vocals from Norah Jones.

The second EP for the Australian indie pop band was recorded by Matt Chow and mixed by Doug Boehm.

The sixth full-length release for the British folk singer-songwriter was produced by Blake Mills.

Each song represents one year in frontman Stephin Merritt's life in this 50-song, five-disc set from the indie pop band.

The British pop artist's mixtape features guest appearances by ABRA, cupcakKe, MO, Raye, Starrah, and Uffie.

The debut full-length release for the British post-punk trio was produced by Kristian Craig Robinson (aka Capitol K).

The third full-length release for the British alternative rock band was produced by Dan Austin.

The debut full-length release for the collaboration between R. Stevie Moore and Jason Falkner was recorded in two weeks in Los Angeles.

The sixth full-length release for the folk-blues band is a concept album focuses on a young woman named Navita as she travels through a burning city and learns who she really is.

The second full-length release for the British alternative rock band was recorded by Dominic Mitchison.

The ninth full-length release for the Washington, DC metalcore band was produced by Kurt Ballou and features the return of guitarist, Kris Norris.

The second release (but first major label album) for San Francisco Bay Area artist Melina Duterte was self-recorded and produced.

This is the third release for the side project of Thee Oh Sees' John Dwyer.

The debut full-length solo release for Swedish producer Joel Wastberg was self-recorded and produced.

The fourth full-length release for the husband and wife duo of Alaina Moore and Patrick Riley was written while on a five-month sailing trip.

The fourth full-length release for the British electronic producer features guest vocals from Prurient and the Braids' Raphaelle Standell-Preston.

The seventh full-length release for the alternative rock band led by Gavin Rossdale was self-produced.

The debut full-length release for the Seattle rapper features guest appearances from Alana Belle, Black, Cashtro, Fly Guy Dai, JD, Nate Jack, The Palaceer, Aslan T. Rife, Shabazz Palaces, Stas THEE Boss, Debra Sullivan (his mother), Thad, and THEESatisfaction.

The debut full-length release for the collaboration between Scott Morgan (Loscil) and cellist Mark Bridges was inspired and recorded in Wyoming.

The second full-length release for the British indie rock band was co-produced by Alan Moulder.

The debut full-length release for the pop-punk band led by Chris LoPorto features new drummer, Andrea Morgan.

This is the debut full-length release for the Detroit indie rock quartet of Bobby Colombo, Bill Lennox, Josh Brooks, and Jake Kmiecik.

The debut soundtrack from the British artist is for Thomas Napper's independent film about an ex-youth boxing champion returning home.

The seventh full-length release for the Iowa singer-songwriter wrote postcards to Calexico, Chad Cromwell, Mason Jennings, Mark Knopfler, Mike Lewis, David Lindley, The Pines, and Carrie Rodriguez, asking them to help collaborate on some of her songs.

The fifth full-length release for the Missouri indie rock band was produced with Jason McEntire and Dan Molad.

This is the second full-length release for the Cuban jazz singer features influences from her homeland.

The second full-length release for Squarepusher and his band Shobaleader One features live versions of 11 tracks from his back catalogue.

The second full-length release for the Brooklyn rapper features guest appearances from Danny Brown, Chris Crack, Edan Heems, Anthony Jeselnik, and Wiki.

The remastered reissue of the Seattle grunge band's debut full-length features a new remix by Jack Endino and six demo tracks from 1987.

The fourth full-length release for the indie rock band led by François Marry features contributions from Owen Pallett and was produced by Ash Workman.

This is the debut full-length release from the collaboration between electronic producers John Talabot and Axel Boman.

This is the third full-length release for Benjamin John Power's solo electronic project.

The second full-length release for the New Zealand singer-songwriter was produced by Ben Edwards.

The first release in over a decade for the California indie rock band was produced by frontman Jason Lytle.

The second full-length release for the British psychedelic pop band was self-produced.