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10.9k
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Plaisir D'Amour (feat. Dana Dart Maclean)
Dragging an Ox Through Water
4CC-BY 4.0
Lady Love
http://freemusicarchive.org/music/Parsley_Flakes/Parsley_Flakes_mp3s/Lady_Love
Parsley Flakes
Parsley Flakes mp3s
4CC-BY 4.0
Remember, Forget
http://freemusicarchive.org/music/Parsley_Flakes/Parsley_Flakes_mp3s/Remember_Forget
Parsley Flakes
Parsley Flakes mp3s
4CC-BY 4.0
Getting Older
http://freemusicarchive.org/music/RokPaperDisco/unreleased_RokPaperDisco_mp3s/Getting_Older
Rok/Paper/Disco
unreleased Rok/Paper/Disco mp3s
4CC-BY 4.0
Amziguous
The Tleilaxu Music Machine
4CC-BY 4.0
Bizzy
The Tleilaxu Music Machine
4CC-BY 4.0
Rother, Dinger You and Me
Antiguo Automata Mexicano
4CC-BY 4.0
Co-Opt
Antiguo Automata Mexicano
4CC-BY 4.0
Kraut Slut aka Motorik Bitch aka DJ with Kids
Antiguo Automata Mexicano
4CC-BY 4.0
The Order (aam arkestra mix)
Antiguo Automata Mexicano
4CC-BY 4.0
Chez Nobody
Antiguo Automata Mexicano
4CC-BY 4.0
Endtroduction and Interview
Antiguo Automata Mexicano
4CC-BY 4.0
New and Cruel
Chris Moore
4CC-BY 4.0
Fast Fight
Chris Moore
4CC-BY 4.0
Verified
Chris Moore
4CC-BY 4.0
Prescription Book
Chris Moore
4CC-BY 4.0
Home From War
Chris Moore
4CC-BY 4.0
Askin for the World
Chris Moore
4CC-BY 4.0
Live on WFMU 9/22/08
Chris Moore
4CC-BY 4.0
Burnin Hell Blues
http://freemusicarchive.org/music/Frigg_A_Go_Go_FAGG/Live_at_WFMU_on_Terre_Ts_Show_on_11152003/Burnin_Hell_Blues
Frigg A Go Go (F.A.G.G.)
Live at WFMU on Terre T's Show on 11/15/2003
4CC-BY 4.0
Creative Commons by-nc-sa 3.0 US (http://creativecommons.org/licenses/by-nc-sa/3.0/)
Zieh Die Jacke Falschrum An / Schwanzverglisse
http://freemusicarchive.org/music/Japanische_Kampfhorspiele/Live_at_WFMU_on_Airborne_Event_682008/Zieh_Die_Jacke_Falschrum_An__Schwanzverglisse
Japanische Kampfhorspiele
Live at WFMU on Airborne Event 6/8/2008
4CC-BY 4.0
Bedoin Song
http://freemusicarchive.org/music/Lior/Live_at_WFMU_on_Irene_Trudels_show_10272008/Bedoin_Song
Lior
Live at WFMU on Irene Trudel's show 10/27/2008
4CC-BY 4.0
Track 01
http://freemusicarchive.org/music/Lightning_Bolt/Live_at_WFMU_on_Brian_Turners_Show_on_2272001/Track_01
Lightning Bolt
Live at WFMU on Brian Turner's Show on 2/27/2001
4CC-BY 4.0
Creative Commons by-nc-sa 3.0 US (http://creativecommons.org/licenses/by-nc-sa/3.0/)
Track 02
http://freemusicarchive.org/music/Lightning_Bolt/Live_at_WFMU_on_Brian_Turners_Show_on_2272001/Track_02
Lightning Bolt
Live at WFMU on Brian Turner's Show on 2/27/2001
4CC-BY 4.0
Creative Commons by-nc-sa 3.0 US (http://creativecommons.org/licenses/by-nc-sa/3.0/)
Track 03
http://freemusicarchive.org/music/Lightning_Bolt/Live_at_WFMU_on_Brian_Turners_Show_on_2272001/Track_03
Lightning Bolt
Live at WFMU on Brian Turner's Show on 2/27/2001
4CC-BY 4.0
Creative Commons by-nc-sa 3.0 US (http://creativecommons.org/licenses/by-nc-sa/3.0/)
Track 04
http://freemusicarchive.org/music/Lightning_Bolt/Live_at_WFMU_on_Brian_Turners_Show_on_2272001/Track_04
Lightning Bolt
Live at WFMU on Brian Turner's Show on 2/27/2001
4CC-BY 4.0
Creative Commons by-nc-sa 3.0 US (http://creativecommons.org/licenses/by-nc-sa/3.0/)
Track 05
http://freemusicarchive.org/music/Lightning_Bolt/Live_at_WFMU_on_Brian_Turners_Show_on_2272001/Track_05
Lightning Bolt
Live at WFMU on Brian Turner's Show on 2/27/2001
4CC-BY 4.0
Creative Commons by-nc-sa 3.0 US (http://creativecommons.org/licenses/by-nc-sa/3.0/)
Track 06
http://freemusicarchive.org/music/Lightning_Bolt/Live_at_WFMU_on_Brian_Turners_Show_on_2272001/Track_06
Lightning Bolt
Live at WFMU on Brian Turner's Show on 2/27/2001
4CC-BY 4.0
Creative Commons by-nc-sa 3.0 US (http://creativecommons.org/licenses/by-nc-sa/3.0/)
Track 07
http://freemusicarchive.org/music/Lightning_Bolt/Live_at_WFMU_on_Brian_Turners_Show_on_2272001/Track_07
Lightning Bolt
Live at WFMU on Brian Turner's Show on 2/27/2001
4CC-BY 4.0
Creative Commons by-nc-sa 3.0 US (http://creativecommons.org/licenses/by-nc-sa/3.0/)
Track 08
http://freemusicarchive.org/music/Lightning_Bolt/Live_at_WFMU_on_Brian_Turners_Show_on_2272001/Track_08_1761
Lightning Bolt
Live at WFMU on Brian Turner's Show on 2/27/2001
4CC-BY 4.0
Creative Commons by-nc-sa 3.0 US (http://creativecommons.org/licenses/by-nc-sa/3.0/)
Bird and a Bear
Loch Lomond
4CC-BY 4.0
Carl Sagan
Loch Lomond
4CC-BY 4.0
Elephants and Little Girls
Loch Lomond
4CC-BY 4.0
Song in 3/4
Loch Lomond
4CC-BY 4.0
Stripe II
Loch Lomond
4CC-BY 4.0
Tick
Loch Lomond
4CC-BY 4.0
Witchy
Loch Lomond
4CC-BY 4.0
Mother
http://freemusicarchive.org/music/Los_Fancy_Free/Live_at_WFMU_on_Liz_Bs_Show_on_7142008/Mother
Los Fancy Free
Live at WFMU on Liz B's Show on 7/14/2008
4CC-BY 4.0
High Society
http://freemusicarchive.org/music/Los_Fancy_Free/Live_at_WFMU_on_Liz_Bs_Show_on_7142008/High_Society
Los Fancy Free
Live at WFMU on Liz B's Show on 7/14/2008
4CC-BY 4.0
Hope
http://freemusicarchive.org/music/Los_Fancy_Free/Live_at_WFMU_on_Liz_Bs_Show_on_7142008/Hope
Los Fancy Free
Live at WFMU on Liz B's Show on 7/14/2008
4CC-BY 4.0
Fear
http://freemusicarchive.org/music/Los_Fancy_Free/Live_at_WFMU_on_Liz_Bs_Show_on_7142008/Fear
Los Fancy Free
Live at WFMU on Liz B's Show on 7/14/2008
4CC-BY 4.0
Beatle Suit & Purple Boots
http://freemusicarchive.org/music/Los_Fancy_Free/Live_at_WFMU_on_Liz_Bs_Show_on_7142008/Beatle_Suit__Purple_Boots
Los Fancy Free
Live at WFMU on Liz B's Show on 7/14/2008
4CC-BY 4.0
Naive Heat
http://freemusicarchive.org/music/Los_Fancy_Free/Live_at_WFMU_on_Liz_Bs_Show_on_7142008/Naive_Heat
Los Fancy Free
Live at WFMU on Liz B's Show on 7/14/2008
4CC-BY 4.0
Dinosaurs
http://freemusicarchive.org/music/Los_Fancy_Free/Live_at_WFMU_on_Liz_Bs_Show_on_7142008/Dinosaurs
Los Fancy Free
Live at WFMU on Liz B's Show on 7/14/2008
4CC-BY 4.0
Money Money Money
http://freemusicarchive.org/music/Los_Fancy_Free/Live_at_WFMU_on_Liz_Bs_Show_on_7142008/Money_Money_Money
Los Fancy Free
Live at WFMU on Liz B's Show on 7/14/2008
4CC-BY 4.0
Ja Ja Ja
http://freemusicarchive.org/music/Los_Fancy_Free/Live_at_WFMU_on_Liz_Bs_Show_on_7142008/Ja_Ja_Ja
Los Fancy Free
Live at WFMU on Liz B's Show on 7/14/2008
4CC-BY 4.0
(full set)
http://freemusicarchive.org/music/Los_Fancy_Free/Live_at_WFMU_on_Liz_Bs_Show_on_7142008/full_set_3
Los Fancy Free
Live at WFMU on Liz B's Show on 7/14/2008
4CC-BY 4.0
interview
http://freemusicarchive.org/music/Los_Fancy_Free/Live_at_WFMU_on_Liz_Bs_Show_on_7142008/interview_1889
Los Fancy Free
Live at WFMU on Liz B's Show on 7/14/2008
4CC-BY 4.0
Crawling
http://freemusicarchive.org/music/Mary_Halvorson_and_Jessica_Pavone/Live_at_WFMU_on_Bethanys_Show_on_9102006/Crawling
Mary Halvorson and Jessica Pavone
Live at WFMU on Bethany's Show on 9/10/2006
4CC-BY 4.0
Hopes Up High
http://freemusicarchive.org/music/Mink_Lungs/Live_at_WFMU_on_Scotts_Show_on_1192001/Hopes_Up_High
Mink Lungs
Live at WFMU on Scott's Show on 11/9/2001
4CC-BY 4.0
Black Balloon
http://freemusicarchive.org/music/Mink_Lungs/Live_at_WFMU_on_Scotts_Show_on_1192001/Black_Balloon
Mink Lungs
Live at WFMU on Scott's Show on 11/9/2001
4CC-BY 4.0
Watch Yourself
http://freemusicarchive.org/music/Mink_Lungs/Live_at_WFMU_on_Scotts_Show_on_1192001/Watch_Yourself
Mink Lungs
Live at WFMU on Scott's Show on 11/9/2001
4CC-BY 4.0
Who Loves You Dear
http://freemusicarchive.org/music/Mink_Lungs/Live_at_WFMU_on_Scotts_Show_on_1192001/Who_Loves_You_Dear
Mink Lungs
Live at WFMU on Scott's Show on 11/9/2001
4CC-BY 4.0
The Man Downstairs
http://freemusicarchive.org/music/Mink_Lungs/Live_at_WFMU_on_Scotts_Show_on_1192001/The_Man_Downstairs
Mink Lungs
Live at WFMU on Scott's Show on 11/9/2001
4CC-BY 4.0
Swaggart 2
http://freemusicarchive.org/music/Mink_Lungs/Live_at_WFMU_on_Scotts_Show_on_1192001/Swaggart_2
Mink Lungs
Live at WFMU on Scott's Show on 11/9/2001
4CC-BY 4.0
Flying Saucers Homes
http://freemusicarchive.org/music/Mink_Lungs/Live_at_WFMU_on_Scotts_Show_on_1192001/Flying_Saucers_Homes
Mink Lungs
Live at WFMU on Scott's Show on 11/9/2001
4CC-BY 4.0
Interview with Mink Lungs
http://freemusicarchive.org/music/Mink_Lungs/Live_at_WFMU_on_Scotts_Show_on_1192001/Interview_with_Mink_Lungs
Mink Lungs
Live at WFMU on Scott's Show on 11/9/2001
4CC-BY 4.0
My Gang
http://freemusicarchive.org/music/Miss_Chain_and_the_Broken_Heels/Live_at_WFMU_on_Joe_Belocks_Show_8142008/20090227123958144
Miss Chain and the Broken Heels
Live at WFMU on Joe Belock's Show 8/14/2008
4CC-BY 4.0
Heartsick
http://freemusicarchive.org/music/Miss_Chain_and_the_Broken_Heels/Live_at_WFMU_on_Joe_Belocks_Show_8142008/20090227123958720
Miss Chain and the Broken Heels
Live at WFMU on Joe Belock's Show 8/14/2008
4CC-BY 4.0
He's Your Boy (but could be mine)
http://freemusicarchive.org/music/Miss_Chain_and_the_Broken_Heels/Live_at_WFMU_on_Joe_Belocks_Show_8142008/20090227123958212
Miss Chain and the Broken Heels
Live at WFMU on Joe Belock's Show 8/14/2008
4CC-BY 4.0
Lie
http://freemusicarchive.org/music/Miss_Chain_and_the_Broken_Heels/Live_at_WFMU_on_Joe_Belocks_Show_8142008/20090227123958215
Miss Chain and the Broken Heels
Live at WFMU on Joe Belock's Show 8/14/2008
4CC-BY 4.0
Searchers
http://freemusicarchive.org/music/Miss_Chain_and_the_Broken_Heels/Live_at_WFMU_on_Joe_Belocks_Show_8142008/20090227123958433
Miss Chain and the Broken Heels
Live at WFMU on Joe Belock's Show 8/14/2008
4CC-BY 4.0
Boys and Girls
http://freemusicarchive.org/music/Miss_Chain_and_the_Broken_Heels/Live_at_WFMU_on_Joe_Belocks_Show_8142008/20090227123958080
Miss Chain and the Broken Heels
Live at WFMU on Joe Belock's Show 8/14/2008
4CC-BY 4.0
Up All Night
http://freemusicarchive.org/music/Miss_Chain_and_the_Broken_Heels/Live_at_WFMU_on_Joe_Belocks_Show_8142008/20090227123959555
Miss Chain and the Broken Heels
Live at WFMU on Joe Belock's Show 8/14/2008
4CC-BY 4.0
Common Shell
http://freemusicarchive.org/music/Miss_Chain_and_the_Broken_Heels/Live_at_WFMU_on_Joe_Belocks_Show_8142008/20090227123959392
Miss Chain and the Broken Heels
Live at WFMU on Joe Belock's Show 8/14/2008
4CC-BY 4.0
Click Click Bang Bang
http://freemusicarchive.org/music/Miss_Derringer/Live_at_WFMU_of_Joe_Belocks_Show_6192008/Click_Click_Bang_Bang
Miss Derringer
Live at WFMU of Joe Belock's Show 6/19/2008
4CC-BY 4.0
Bullet Proof Heart
http://freemusicarchive.org/music/Miss_Derringer/Live_at_WFMU_of_Joe_Belocks_Show_6192008/Bullet_Proof_Heart
Miss Derringer
Live at WFMU of Joe Belock's Show 6/19/2008
4CC-BY 4.0
Death By Desire
http://freemusicarchive.org/music/Miss_Derringer/Live_at_WFMU_of_Joe_Belocks_Show_6192008/Death_By_Desire
Miss Derringer
Live at WFMU of Joe Belock's Show 6/19/2008
4CC-BY 4.0
Tonight I've Got a Bottle
http://freemusicarchive.org/music/Miss_Derringer/Live_at_WFMU_of_Joe_Belocks_Show_6192008/Tonight_Ive_Got_a_Bottle
Miss Derringer
Live at WFMU of Joe Belock's Show 6/19/2008
4CC-BY 4.0
He Hung On A Sunday
http://freemusicarchive.org/music/Miss_Derringer/Live_at_WFMU_of_Joe_Belocks_Show_6192008/He_Hung_On_A_Sunday
Miss Derringer
Live at WFMU of Joe Belock's Show 6/19/2008
4CC-BY 4.0
Black Tears
http://freemusicarchive.org/music/Miss_Derringer/Live_at_WFMU_of_Joe_Belocks_Show_6192008/Black_Tears
Miss Derringer
Live at WFMU of Joe Belock's Show 6/19/2008
4CC-BY 4.0
Better Run Away From Me
http://freemusicarchive.org/music/Miss_Derringer/Live_at_WFMU_of_Joe_Belocks_Show_6192008/Better_Run_Away_From_Me
Miss Derringer
Live at WFMU of Joe Belock's Show 6/19/2008
4CC-BY 4.0
unititlednew
http://freemusicarchive.org/music/Miss_Derringer/Live_at_WFMU_of_Joe_Belocks_Show_6192008/unititlednew
Miss Derringer
Live at WFMU of Joe Belock's Show 6/19/2008
4CC-BY 4.0
Train Wreck Blues
http://freemusicarchive.org/music/Miss_Derringer/Live_at_WFMU_of_Joe_Belocks_Show_6192008/Train_Wreck_Blues
Miss Derringer
Live at WFMU of Joe Belock's Show 6/19/2008
4CC-BY 4.0
I Close My Eyes
http://freemusicarchive.org/music/Miss_Derringer/Live_at_WFMU_of_Joe_Belocks_Show_6192008/I_Close_My_Eyes
Miss Derringer
Live at WFMU of Joe Belock's Show 6/19/2008
4CC-BY 4.0
InterviewPortion
http://freemusicarchive.org/music/Miss_Derringer/Live_at_WFMU_of_Joe_Belocks_Show_6192008/InterviewPortion
Miss Derringer
Live at WFMU of Joe Belock's Show 6/19/2008
4CC-BY 4.0
I Can See Everything
http://freemusicarchive.org/music/Mod_Fun/Live_at_WFMU_on_Pat_Duncans_Show_4172008/I_Can_See_Everything
Mod Fun
Live at WFMU on Pat Duncan's Show 4/17/2008
4CC-BY 4.0
I Fell
http://freemusicarchive.org/music/Mod_Fun/Live_at_WFMU_on_Pat_Duncans_Show_4172008/I_Fell
Mod Fun
Live at WFMU on Pat Duncan's Show 4/17/2008
4CC-BY 4.0
Take It All
http://freemusicarchive.org/music/Mod_Fun/Live_at_WFMU_on_Pat_Duncans_Show_4172008/Take_It_All
Mod Fun
Live at WFMU on Pat Duncan's Show 4/17/2008
4CC-BY 4.0
I Believe
http://freemusicarchive.org/music/Mod_Fun/Live_at_WFMU_on_Pat_Duncans_Show_4172008/I_Believe
Mod Fun
Live at WFMU on Pat Duncan's Show 4/17/2008
4CC-BY 4.0
A Minute Twenty
http://freemusicarchive.org/music/Mod_Fun/Live_at_WFMU_on_Pat_Duncans_Show_4172008/A_Minute_Twenty
Mod Fun
Live at WFMU on Pat Duncan's Show 4/17/2008
4CC-BY 4.0
Eyes Getting Louder
http://freemusicarchive.org/music/Mod_Fun/Live_at_WFMU_on_Pat_Duncans_Show_4172008/Eyes_Getting_Louder
Mod Fun
Live at WFMU on Pat Duncan's Show 4/17/2008
4CC-BY 4.0
Mrs Andy Warhol
http://freemusicarchive.org/music/Mod_Fun/Live_at_WFMU_on_Pat_Duncans_Show_4172008/Mrs_Andy_Warhol
Mod Fun
Live at WFMU on Pat Duncan's Show 4/17/2008
4CC-BY 4.0
All The Away
http://freemusicarchive.org/music/Mod_Fun/Live_at_WFMU_on_Pat_Duncans_Show_4172008/All_The_Away
Mod Fun
Live at WFMU on Pat Duncan's Show 4/17/2008
4CC-BY 4.0
Hope Its Today
http://freemusicarchive.org/music/Mod_Fun/Live_at_WFMU_on_Pat_Duncans_Show_4172008/Hope_Its_Today
Mod Fun
Live at WFMU on Pat Duncan's Show 4/17/2008
4CC-BY 4.0
Thinking Of Things To Say
http://freemusicarchive.org/music/Mod_Fun/Live_at_WFMU_on_Pat_Duncans_Show_4172008/Thinking_Of_Things_To_Say
Mod Fun
Live at WFMU on Pat Duncan's Show 4/17/2008
4CC-BY 4.0
Leaving Here
http://freemusicarchive.org/music/Mod_Fun/Live_at_WFMU_on_Pat_Duncans_Show_4172008/Leaving_Here
Mod Fun
Live at WFMU on Pat Duncan's Show 4/17/2008
4CC-BY 4.0
I Am With You
http://freemusicarchive.org/music/Mod_Fun/Live_at_WFMU_on_Pat_Duncans_Show_4172008/I_Am_With_You
Mod Fun
Live at WFMU on Pat Duncan's Show 4/17/2008
4CC-BY 4.0
Big Bang
http://freemusicarchive.org/music/Modey_Lemon/Live_at_WFMU_on_the_Cherry_Blossom_Clinic_962002/Big_Bang
Modey Lemon
Live at WFMU on the Cherry Blossom Clinic 9/6/2002
4CC-BY 4.0
Mountain Mist
http://freemusicarchive.org/music/Modey_Lemon/Live_at_WFMU_on_The_Cherry_Blossom_Clinic_4292006/Mountain_Mist
Modey Lemon
Live at WFMU on The Cherry Blossom Clinic 4/29/2006
4CC-BY 4.0
Crows
http://freemusicarchive.org/music/Modey_Lemon/Live_at_WFMU_on_the_Cherry_Blossom_Clinic_962002/Crows
Modey Lemon
Live at WFMU on the Cherry Blossom Clinic 9/6/2002
4CC-BY 4.0
Enemy
http://freemusicarchive.org/music/Modey_Lemon/Live_at_WFMU_on_the_Cherry_Blossom_Clinic_962002/Enemy
Modey Lemon
Live at WFMU on the Cherry Blossom Clinic 9/6/2002
4CC-BY 4.0
Other Direction
http://freemusicarchive.org/music/Modey_Lemon/Live_at_WFMU_on_The_Cherry_Blossom_Clinic_4292006/Other_Direction
Modey Lemon
Live at WFMU on The Cherry Blossom Clinic 4/29/2006
4CC-BY 4.0
Tongues
http://freemusicarchive.org/music/Modey_Lemon/Live_at_WFMU_on_The_Cherry_Blossom_Clinic_4292006/Tongues
Modey Lemon
Live at WFMU on The Cherry Blossom Clinic 4/29/2006
4CC-BY 4.0
U Bug Me
http://freemusicarchive.org/music/Modey_Lemon/Live_at_WFMU_on_the_Cherry_Blossom_Clinic_962002/U_Bug_Me
Modey Lemon
Live at WFMU on the Cherry Blossom Clinic 9/6/2002
4CC-BY 4.0
Predator
http://freemusicarchive.org/music/Modey_Lemon/Live_at_WFMU_on_The_Cherry_Blossom_Clinic_4292006/Predator
Modey Lemon
Live at WFMU on The Cherry Blossom Clinic 4/29/2006
4CC-BY 4.0
Sleepwalkers
http://freemusicarchive.org/music/Modey_Lemon/Live_at_WFMU_on_The_Cherry_Blossom_Clinic_4292006/Sleepwalkers
Modey Lemon
Live at WFMU on The Cherry Blossom Clinic 4/29/2006
4CC-BY 4.0
The Guest
http://freemusicarchive.org/music/Modey_Lemon/Live_at_WFMU_on_the_Cherry_Blossom_Clinic_962002/The_Guest
Modey Lemon
Live at WFMU on the Cherry Blossom Clinic 9/6/2002
4CC-BY 4.0
Coffin Talk
http://freemusicarchive.org/music/Modey_Lemon/Live_at_WFMU_on_the_Cherry_Blossom_Clinic_962002/Coffin_Talk
Modey Lemon
Live at WFMU on the Cherry Blossom Clinic 9/6/2002
4CC-BY 4.0
We Move in Waves
http://freemusicarchive.org/music/Modey_Lemon/Live_at_WFMU_on_The_Cherry_Blossom_Clinic_4292006/We_Move_in_Waves
Modey Lemon
Live at WFMU on The Cherry Blossom Clinic 4/29/2006
4CC-BY 4.0

FMA: A Dataset for Music Analysis

Michaël Defferrard, Kirell Benzi, Pierre Vandergheynst, Xavier Bresson.

International Society for Music Information Retrieval Conference (ISMIR), 2017.

We introduce the Free Music Archive (FMA), an open and easily accessible dataset suitable for evaluating several tasks in MIR, a field concerned with browsing, searching, and organizing large music collections. The community's growing interest in feature and end-to-end learning is however restrained by the limited availability of large audio datasets. The FMA aims to overcome this hurdle by providing 917 GiB and 343 days of Creative Commons-licensed audio from 106,574 tracks from 16,341 artists and 14,854 albums, arranged in a hierarchical taxonomy of 161 genres. It provides full-length and high-quality audio, pre-computed features, together with track- and user-level metadata, tags, and free-form text such as biographies. We here describe the dataset and how it was created, propose a train/validation/test split and three subsets, discuss some suitable MIR tasks, and evaluate some baselines for genre recognition. Code, data, and usage examples are available at https://github.com/mdeff/fma.

Paper: arXiv:1612.01840 - latex and reviews

Slides: doi:10.5281/zenodo.1066119

Poster: doi:10.5281/zenodo.1035847

This Pack

This is the full dataset, limited only the commercially licensed samples comprising a total of 8,802 samples clips of untrimmed length totaling 531 hours of audio in 10.5 GB of disk space.

License

  • The FMA codebase is released under The MIT License.
  • The FMA metadata is released under CC-BY 4.0.
  • The individual files are released under various Creative Commons family licenses, with a small amount of additional licenses. Each file has its license attached and important details of the license enumerated. To make it easy to use for developers and trainers, a configuration is available to limit only to commercially-usable data.

Please refer to any of the following URLs for additional details.

Total Duration by License

License Total Duration (Percentage)
CC-BY 4.0 377.0 hours (4.65%)
CC-BY 3.0 106.9 hours (1.32%)
FMA Sound Recording Common Law 19.9 hours (0.25%)
CC0 1.0 10.5 hours (0.13%)
CC-BY 1.0 10.4 hours (0.13%)
Free Art License 2.7 hours (0.03%)
CC-BY 2.0 2.5 hours (0.03%)
CC-Sampling+ 1.0 53.9 minutes (0.01%)
CC-BY 2.5 11.2 minutes (0.00%)

Citations

@inproceedings{fma_dataset,
  title = {{FMA}: A Dataset for Music Analysis},
  author = {Defferrard, Micha\"el and Benzi, Kirell and Vandergheynst, Pierre and Bresson, Xavier},
  booktitle = {18th International Society for Music Information Retrieval Conference (ISMIR)},
  year = {2017},
  archiveprefix = {arXiv},
  eprint = {1612.01840},
  url = {https://arxiv.org/abs/1612.01840},
}
@inproceedings{fma_challenge,
  title = {Learning to Recognize Musical Genre from Audio},
  subtitle = {Challenge Overview},
  author = {Defferrard, Micha\"el and Mohanty, Sharada P. and Carroll, Sean F. and Salath\'e, Marcel},
  booktitle = {The 2018 Web Conference Companion},
  year = {2018},
  publisher = {ACM Press},
  isbn = {9781450356404},
  doi = {10.1145/3184558.3192310},
  archiveprefix = {arXiv},
  eprint = {1803.05337},
  url = {https://arxiv.org/abs/1803.05337},
}
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