| J. Dimenna | Awkward Buildings | Exotic Recordings |
| J.R. Ewing | Ride Paranoia | GSL |
| Jackie-O Motherfucker | Flash of The Sacred Harp | ATP |
| Jackpot | Shiny Things | Surfdog |
| Jacob's Mouse | No Fish Shop Parking | Frontier |
| Jade Shader, The | Curse of the Tuatara | Sonic Boom |
| Jaga Jazzist | Animal Chin EP | GSL |
| Jagger, Mick | Visions of Paradise | Virgin |
| Jai-Alai Savant, The | Thunderstatement | GSL |
| Jale | Dreamcake | Sub Pop |
| Jale | So Wound | Sub Pop |
| Jam, The | Jam Covers | Polydor |
| James | Wah Wah | Mercury |
| James | Whiplash | Mercury |
| James, Parlor | Old Dreams | Sire |
| Jamiroquai | Travelling Without Moving | Work |
| Jamiroquai | Dynamite | Epic |
| Jamiroquai | Emergency on Planet Earth | Work |
| Jamiroquai | A Funk Odyssey | Epic |
| Jamiroquai | Supersonic | Epic/Work |
| Jamiroquai | Synkronized | Epic |
| Jane's Addiction | So What! | Warner Bros. |
| Jane's Addiction | Strays | Capitol |
| Janes, Liz | Poison & Snakes | Asthmatic Kitty |
| Jarret, Keith, Gary Peacock, Jack DeJohnette | Always Let Me Go | ECM |
| Jarret, Keith, Gary Peacock, Jack DeJohnette | Inside Out | ECM |
| Jawbox | Jawbox | TAG |
| Jawbreaker | Dear You | Self-Released |
| Jay, Matthew | Draw | Capitol |
| Jazz Butcher Conspiracy, The | Waiting for the Love Bus | Creation |
| Jazz Butcher, The | Condition Blue | Sky |
| Jazz Futures | Live in Concert | RCA |
| Jazz June, The | Better Off Without Air | Initial |
| Jazz Mandolin Project, The | Tour de Flux | Accurate |
| Jealous Sound, The | Kill Them With Kindness | Better Looking |
| Jean-Paul Sartre Experience | Bleeding Star | Matador |
| Jel | Too Much Imagination | Smoove |
| Jel | III | Smoove |
| Jennifer Gentle | Valende | Sub Pop |
| Jensen, Ingrid | Higher Ground | Enja |
| Jerkwater | Love and Latitude | Plus |
| Jesus & Mary Chain, The | Stoned & Dethroned | American |
| Jesus Lizard, The | Show | Giant |
| Jesus Lizard, The | The Jesus Lizard | JetSet |
| Jesus Lizard, The | Down | Touch and Go |
| Jesus Lizard, The | Lash | Touch and Go |
| Jet | Get Born | Elektra |
| Jet By Day | Cascadia | Kindercore |
| Jet By Day | The Vulture | Future Farmer |
| Jethro Tull | Bends Like a Willow | Universal |
| Jets to Brazil | Perfecting Loneliness | Jade Tree |
| Jets to Brazil | Four Cornered Night | Jade Tree |
| Jett, Joan | Fit to Be Tied: Great Hits by Joan Jett | Blackheart/Mercury |
| JigGsaw | Zero Generation | Playing Field |
| Jihad Jerry & the Evildoers | Army Girls Gone Wild | Cordless |
| Jim Yoshii Pile-Up, The | It's Winter Here | Absolutely Kosher |
| Jimmy Eat World | College Radio EP | Interscope |
| Jimmy Eat World | Futures | Interscope |
| Jimmy Eat World | Stay on My Side Tonight | Interscope |
| JJ72 | JJ72 | Lakota/Columbia |
| Joan of Arc | The Gap | Jade Tree |
| Joan of Arc | How Memory Works | Jade Tree |
| Joan of Arc | So Much Staying Alive and Lovelessness | Jade Tree |
| Jocque, Beau | Check It Out, Lock It In, Crank It Up! | Rounder |
| Joe Deninzon | The Adventures of Stratospheerius | D-Zone Entertainment |
| Joe, Marc's Brother | Around the Year With… | Self-Released |
| John and Mary | Victory Gardens | Rykodisc |
| John Darnall | Rain | City Lights |
| John David | Leave Home | The Communion Label |
| John Wilkes Booze | Five Pillars of Soul | Kill Rock Stars |
| Johnny 'P' | Johnny 'P' | Rohit |
| Johnny Griffin Quartet | Dance of Passion | Antilles |
| Johnny Lives! | Get Steady EP | 11 over 7 |
| Johns, Evan & His H-Bombs | Rockit Fuel Only | Rykodisc |
| Johnson, J.J. | ifeelalright | Up |
| Johnson, Mike | Year of Mondays | TAG |
| Johnson, Mike | Tangence | Verve |
| Johnston, Daniel | Rejected Unknown | Gammon |
| Johnston, Daniel | Discovered Covered | Gammon |
| Johnston, Freddy | Blue Days Black Nights | Elektra |
| Johnston, Freddy | This Perfect World | Elektra |
| Joi | Real World | Astralwerks |
| Jones, Matson | Matson Jones | Sympathy For the Record Industry |
| Josh Holmes Band | 364 Days | Self-Released |
| Josh Jolpin Group | Useful Music | Artemis |
| Joyner, Simon | Beautiful Losers | Jagjaguwar |
| Jucifer | I Name You Destroyer | Velocette |
| Jucifer | War Bird | Velocette |
| Judas Priest | Demolition | Atlantic |
| Jude | King of Yesterday | Maverick |
| Jude | King of Yesterday | Maverick |
| Judybats | Pain Makes You Beautiful | Sire/Warner Bros. |
| Jukeboxer | In the Food Chain | Absolutely Kosher |
| Juliana Theory | Live 10.13.2001 | Tooth and Nail |
| Juliana Theory | Music From Another Room | Tooth and Nail |
| Julie Doiron | Desormais | JagJaguwar |
| Jumprope | Bookshelf Adventures | Reverse Curve |
| June of 44 | The Anatomy of Sharks EP | Quarterstick |
| June of 44 | Tropics and Meridians | Quarterstick |
| June Spirit, The | Testing Superstition | Negative Progression |
| Junior Panthers | The Junior Panthers | First Time |
| Junior Senior | Shake Your Coconuts | Crunchy Frog/Atlantic |
| Juniorboys | Last Exit | Domino |
| Junk Monkeys | Bliss | Metal Blade Modern |
| Junk Monkeys | Five Star Thing | Metal Blade Modern |
| Juno | A Future Lived in Past Tense | Desoto |
| Jurado, Damien | And Gathered in Song, I Break Chairs | Sub Pop |
| Jurado, Damien | Ghost of David | Sub Pop |
| Jurado, Damien | Damien Jurado | Sub Pop |
| Jurado, Damien | Where Shall You Take Me? | Secretly Canadian |
| Just a Fire | Light Up | Asian Man |
| Justice System | Rooftop Soundcheck | MCA |
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