POP909DatasetforMusicArragemetGeeratio
Thisisthedatasetrepositoryforthepaper:POP909:APop-sogDatasetforMusicArragemetGeeratio,iISMIR2020.
DatasetZipFileStructureidex.xlsx:itcotaisalistdescribigthebaisciformatioofeachidexfolder/file(ame,umberofbeatspermeasure,umberofquaverspermeasure,admodifytimes)
idexfolder:itcotaisseveralfilesforadataithePOP909dataset:
idex.mid:themusicmidifileofthearragemetsog(MELODYtrackforthemaimelody,BRIDGEtrackforthesub-melody,adPIANOtrackfortheaccompaimet)
beat_audio/beat_midi.txt:theextractedbeatiformatiofromtherawaudio/midi,thefirstcolumisthetime(isec),adthesecocdcolumisthebeatorder
chord_audio/beat_audio.txt:theextractedchordiformatiofromtherawaudio/midi,thefirst/secodcolumisthestart/edtime(isec),adthethirdcolumisthechordame
key_audio.txt:theextractedkeychageiformatiofromtherawaudio,thefirst/secodcolumisthestart/edtime(isec),adthethirdcolumisthekeychage.
versiosfolder:itcotaisdifferetversiosofthesamearragemetsog.
DataProcessigScriptWealsoprovidescriptsforthedataprocessig.ItwillallowyoutoquicklyprocessthePOP909Files(Midi)itotheGoogleMageta'smusicrepresetatioaslikeMusicTrasformeradPerformaceRNN.
data_process.ipyb:followthisjupyterotebook,youwillgetthedataiputtokesthatareabletobefeditothepytorch/tesorflowdataset/dataloader.(Noticethattherepresetatioofecodigthemidisequecearevarious{e.g.,moophoicotetokes,mageta'sevettokes,piaoroll,etcs}.Wehighlyrecommeduserstocreatetheirowdataprocessigfilestoecodethedataitheirwatedformat)pop-pickle.zip:itcotaisthepicklefile,alreadyimageta'sevettokesrepresetatioCreditPleasecitethisworkifyouwattousethisdataset
@iproceedigs{pop909-ismir2020, author={ZiyuWag*adKeChe*adJuyaJiagadYiyiZhagadMaoraXuadShuqiDaiadGuxiaBiadGusXia}, title={POP909:APop-sogDatasetforMusicArragemetGeeratio}, booktitle={Proceedigsof21stIteratioalCofereceoMusicIformatioRetrieval,{ISMIR}}, year={2020}}
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