The third full-length release for the Canadian noise rock trio of Alex Edkins, Chris Slorach and Hayden Menzies was produced by Steve Albini.

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

The debut full-length solo release for the ex-member of Dirty Projectors was produced partly by David Longstreth.

The fourth full-length release for the pop singer-songwriter features guest appearances from ASAP Rocky, Sean Ono Lennon, Stevie Nicks, Playboi Carti, and The Weeknd.

The 23rd full-length studio release for the singer-songwriter feature Carlene Carter (daughter of June Carter Cash) and a track with Martina McBride.

The second full-length studio release for the rapper features guest appearances from 24hrs, Future, Lauren Jauregui, Tory Lanez, Swae Lee, Lil Wayne, MadeinTYO, Damian Marley, Skrillex, The-Dream, Pharrell Williams and Wiz Khalifa.

One of two concept albums released on the same day for the hip-hop duo of Ishmael Butler and Tendai "Baba" Maraire about a being from another world named Quazars was recorded in Los Angeles with producer Sunny Levine (grandson of Quincy Jones).

The first full-length non-collaborative release for the Chicago experimental electronic trio in three years.

Originally intended as the last album for the Japanese experimental metal band, but they came out of the recording studio with three albums worth of material.

The third full-length release for the rock artist was produced with Dan Molad and features contributions from Nicole Atkins, Holly Laessig & Jess Wolfe of Lucius, Jack Lawrence, Aaron Lee Tasjan, and Butch Walker.

The 10th full-length studio release for the alternative rock quartet was produced by band guitarist, Jade Puget, with co-production by Matt Hyde.

The eighth full-length release for the now solo project of David Longstreth was influenced by his breakup with former bandmate Amber Coffman.

This is the debut full-length release for the London-based artist who previously performed under the name Throwing Shade.

The second full-length release for the Indiana singer-songwriter features contributions from guitarist Laur Joamets and Wilco's Ken Coomer, who also produced the album.

The ninth full-length studio release for the country singer-songwriter was produced by her husband, Frank Liddell.

The fifth full-length release for the British indie pop band was co-produced by Brendan Williams and Phil Bulleyment.

The fifth full-length solo release for the British progressive pop artist features guest appearances from Sophie Hunger and Ninet Tayeb.

The debut full-length studio release from the New York rapper Destiny Frasqueri features remastered tracks from her 2016 mixtape and eight new tracks.

The second full-length release for the singer-songwriter was produced by Cowboy Junkies' Michael Timmins and recorded in five days.

One of two concept albums released on the same day for the hip-hop duo of Ishmael Butler and Tendai "Baba" Maraire about a being from another world named Quazars was recorded over two weeks in Seattle with producer Erik Blood.

The animated band returns after a seven year absence with a studio album featuring guest appearances from Jehnny Beth, Danny Brown, Benjamin Clementine, D.R.A.M., Del La Soul, Peven Everett, Anthony Hamilton, Grace Jones, Zebra Katz, Kelela, Popcaan, Jamie Principle, Pusha T, Mavis Staples, Vince Staples, and Kali Uchis.

The first new release in 22 years for the post-hardcore band led by Walter Schreifels was produced by Will Yip.

The fifth full-length release for the synthpop trio features a guest appearance from Debbie Harry and was produced by John Congleton.

The third full-length release for the Michigan/Ohio indie rock band led by Mat Kerkes was produced by Will Yip.

The debut collaboration between Daniele Luppi and Parquet Courts features vocals from Karen O and was inspired by the youth/art subculture in Milan in the 1980s.

The sixth full-length studio release for the singer-songwriter was recorded while she was six months pregnant and features a guest appearance from Sam Beam.

The impact of deindustrialization on Welsh mining industry is the theme of the third full-length release from the British art-rock band.

The debut full-length release for the Norwegian pop-punk band led by Haley Shea was produced by Dan Austin.

The sixth full-length release for the Los Angeles-based British electronic artist features guest appearances from Innov Gnawa, Nicole Miglis, Nick Murphy, and Rhye.

The latest release for the Washington-state indie artist was produced by Tucker Martine.

The third full-length release for the Montreal-based folk band features a guest appearance from Lucius.

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

The 11th full-length studio release for the rapper features guest appearances from A$AP Rocky, Big Sean, Chris Brown, Migos, Nicki Minaj, Monica, Rico Love, ScHoolboy Q, Slim Jxmmi, Ty Dolla $ign, The Weeknd, and Young Dolph.

This is the debut full-length release for the Indiana dream-pop band led by Drew Auscherman.

The fourth full-length release for the Brooklyn indie pop band-turned-solo-project by Jonny Pierce who wrote and produced the album.

The 40th anniversary for British post-punk band brings its 15th studio release that was partly recorded in Wales.

The debut full-length release for the Brooklyn pop singer-songwriter was self-produced like her 2015 EP, Bleaksploitation.

The soundtrack to the Fox animated comedy features songs from the first 107 episodes as well as five exclusive cover songs performed by Lapsley, The National, St. Vincent, and Stephin Merritt of Magnetic Fields.

The eighth full-length studio release for the alt-country band led by Jay Farrar was inspired by blues music.

The debut full-length release for the ex-Vampire Weekend member features guest appearances from Angel Deradoorian and Kelly Zutrau.

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

The second full-length release for the Toronto-based indie-pop band led by Molly Rankin was produced by Alec O'Hanley and John Congleton.

The debut full-length release for the Irish-born country artist was produced by Paul Gregory of Lanterns On The Lake.

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

The fifth full-length release for the noise rock band was produced by Arthur Rizk and Lydia Lunch.

The third full-length release for the rock band was produced by David Holmes and features guest appearances from Paul Weller and Johny Marr.

The Los Angeles artist recorded songs over two days from her back catalog live in London's RAK Studios.

The third full-length studio release for the rapper features production from BADBADNOTGOOD, Aaron Bow, Crooklin, Dupri, DNYC3, ESVYBE, Kaytranada, Lambo, Jay Nari, Blair Norf, Pops, SLWJMZ, Speakerbomb, and Teddy Walton.

This is the debut full-length studio release for the Oakland R&B artist who was a finalist on the sixth season of "America's Got Talent." [The deluxe edition includes "Gangsta," which also appears on the "Suicide Squad" film soundtrack.]

The fifth full-length studio release for the Canadian alternative rock collective features many of the original members including Emily Haines and Jimmy Shaw of Metric; Amy Millan and Evan Cranley of Stars; Charles Spearin and Ohad Benchetrit of Do Make Say Think; and Leslie Feist.

The third full-length release for the Brooklyn duo of Sam Haar and Zach Steinman is their first on the R&S label.

The fifth full-length studio release for the indie rock band led by Yoni Wolf was co-produced with Josiah Wolf.

The sixth full-length release for the ambient pop project of Jamison Isaak features contributions from Jon Anderson, Sean Carey, Nadia Hulett, Sound Of Ceres, and Dustin Wong.

Sam Shepherd was inspired after traveling to the Mojave Desert and the release includes a DVD of a short film made with director Anna Diaz Ortuño.

The 15th full-length studio release for the singer-songwriter features themes of nature and its death and re-birth cycles.

The third full-length release for the band led by Arthur Jeffes features three covers: Simian Mobile Disco's "Wheels Within Wheels," Kraftwerk's "Franz Schubert," and his father's Penguin Cafe Orchestra track "Now Nothing."

This is the fourth full-length studio release for the Scott Hansen-solo-project-turned-ambient-trio.

The sixth full-length solo studio release for the singer-songwriter also known as founding members of The Byrds and Crosby, Stills, Nash & Young was produced by his son, James Raymond.

The eight-track release from the Philadelphia multi-instrumentalist features his electric zither was mixed by Carlos Niño.

The eigth full-length studio release for the Chicago punk band was produced by Nick Raskulinecz.

This is the debut full-length release for the project from Broadcast's James Cargill, Roj Stevens and Julian House.

The sixth full-length release for the Canadian post-rock band was recorded and mixed by Greg Norman.

The third full-length release for the Philadelphia indie rock features four songs produced by John Congleton, with the rest of the tracks self-recorded with Pine Barons member Keith Abrams.

This is the debut full-length release for the supergroup that includes Midlake's Eric Pulido, McKenzie Smith, Joey Mcclellan and Jesse Chandler with vocals from Band of Horses' Ben Bridwell, Travis' Fran Healy, Franz Ferdinand's Alex Kapranos, and Grandaddy's Jason Lytle.

The ninth full-length studio release for the Grammy-nominated blues artist features covers of Black Sabbath's "War Pigs," the Four Tops’ "Loving You is Sweeter than Ever" and Chris Stapleton's "What Are You Listening To?"

The fourth full-length release for the Los Angeles psychedelic rock band is its first with new members: Robert Cody and Sofia Arreguin.

This is the debut full-length release for the hardcore punk band that includes Dave Lombardo, Mike Patton, Michael Crain, and Justin Pearson.

One of two releases from the Rhode Island alternative rock band, Vol. 2 features 10 rock songs with electric guitars.

The third full-release for The Beautiful South's Paul Heaton and Jacqui Abbott was produced by John Owen Williams.

The 13th full-length release for the Krautrock band with Jean-Hervé Peron, Werner Diermaier and Maxime Manac'h features guest appearances from Jürgen Engler, Barbara Manning, and Ysanne Spevack.

The second full-length release for the Los Angeles rock band led by Clem Creevy (and a new lineup from its debut) was produced by Joe Chicarelli and Carlos de la Garza.

The 16th full-length release for the psychedelic rock band led by Anton Newcombe features contributions from Tim Burgess, Tess Parks, and Shaun Rivers.

The sixth full-length studio release for the Washington state black metal band features guest appearances from Anna Von Hausswolff and Neurosis' Steve Von Till.

The ninth full-length release for the Celtic punk rock band was recorded in Texas and produced by Ted Hutt.

The second full-length studio release for the rapper is the third for his Blue Chips trilogy and features guest appearances from Big Body Bes, Jah Tiger, Meyhem Lauren and Rick Ross.

The fifth full-length release for the indie rock duo of Sam France and Jonathan Rado features a full symphony orchestra conducted by Trey Pollard and contributions from Matthew E. White, The Flaming Lips' Steve Drozd and The Lemon Twigs.

This is the debut full-length release for the Australian electronic-pop duo of Chloe Kaul and Simon Lam.

The debut full-length release for the British alternative pop singer-songwriter was produced by James Ford of Simian Mobile Disco.

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 fifth full-length solo release produced by Scott Amore comes after a series of setbacks including a studio fire, a car crash, and a bout of the measles for the singer-songwriter.

The 23-track release from British electronic producer Paul Woolford was recorded over a period of three years.

The 17th full-length studio release for the singer-songwriter was produced by Richard Bennett and features guest appearances from Johnny Bush, Miranda Lambert and Willie Nelson.

The debut full-length release for the British indie rock band led by Jules Jackson was co-produced with Catherine Marks.

This is the debut full-length release for the Brooklyn ambient pop band led by Greg Gonzalez.

The fifth full-length release for the Australian electro-rock trio (previously known as Pivot) was recorded in London and Sydney.