{"id":"https://openalex.org/W6967191911","doi":"https://doi.org/10.5281/zenodo.10847702","title":"BPSD: A Coherent Multi-Version Dataset for Analyzing the First Movements of Beethoven's Piano Sonatas","display_name":"BPSD: A Coherent Multi-Version Dataset for Analyzing the First Movements of Beethoven's Piano Sonatas","publication_year":2026,"publication_date":"2026-02-16","ids":{"openalex":"https://openalex.org/W6967191911","doi":"https://doi.org/10.5281/zenodo.10847702"},"language":"en","primary_location":{"id":"doi:10.5281/zenodo.10847702","is_oa":true,"landing_page_url":"https://doi.org/10.5281/zenodo.10847702","pdf_url":null,"source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"dataset"},"type":"dataset","indexed_in":["datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://doi.org/10.5281/zenodo.10847702","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":null,"display_name":"Zeitler, Johannes","orcid":"https://orcid.org/0000-0003-2171-7679"},"institutions":[{"id":"https://openalex.org/I4210123192","display_name":"International Audio Laboratories Erlangen","ror":"https://ror.org/02mkz3e80","country_code":"DE","type":"facility","lineage":["https://openalex.org/I181369854","https://openalex.org/I4210123192","https://openalex.org/I4210124274","https://openalex.org/I4923324"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Zeitler, Johannes","raw_affiliation_strings":["International Audio Laboratories Erlangen"],"raw_orcid":"https://orcid.org/0000-0003-2171-7679","affiliations":[{"raw_affiliation_string":"International Audio Laboratories Erlangen","institution_ids":["https://openalex.org/I4210123192"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Wei\u00df, Christof","orcid":"https://orcid.org/0000-0003-2143-4679"},"institutions":[{"id":"https://openalex.org/I25974101","display_name":"University of W\u00fcrzburg","ror":"https://ror.org/00fbnyb24","country_code":"DE","type":"education","lineage":["https://openalex.org/I25974101"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Wei\u00df, Christof","raw_affiliation_strings":["University of W\u00fcrzburg"],"raw_orcid":"https://orcid.org/0000-0003-2143-4679","affiliations":[{"raw_affiliation_string":"University of W\u00fcrzburg","institution_ids":["https://openalex.org/I25974101"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Arifi-M\u00fcller, Vlora","orcid":"https://orcid.org/0009-0006-3477-7143"},"institutions":[{"id":"https://openalex.org/I4210123192","display_name":"International Audio Laboratories Erlangen","ror":"https://ror.org/02mkz3e80","country_code":"DE","type":"facility","lineage":["https://openalex.org/I181369854","https://openalex.org/I4210123192","https://openalex.org/I4210124274","https://openalex.org/I4923324"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Arifi-M\u00fcller, Vlora","raw_affiliation_strings":["International Audio Laboratories Erlangen"],"raw_orcid":"https://orcid.org/0009-0006-3477-7143","affiliations":[{"raw_affiliation_string":"International Audio Laboratories Erlangen","institution_ids":["https://openalex.org/I4210123192"]}]},{"author_position":"last","author":{"id":null,"display_name":"M\u00fcller, Meinard","orcid":"https://orcid.org/0000-0001-6062-7524"},"institutions":[{"id":"https://openalex.org/I4210123192","display_name":"International Audio Laboratories Erlangen","ror":"https://ror.org/02mkz3e80","country_code":"DE","type":"facility","lineage":["https://openalex.org/I181369854","https://openalex.org/I4210123192","https://openalex.org/I4210124274","https://openalex.org/I4923324"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"M\u00fcller, Meinard","raw_affiliation_strings":["International Audio Laboratories Erlangen"],"raw_orcid":"https://orcid.org/0000-0001-6062-7524","affiliations":[{"raw_affiliation_string":"International Audio Laboratories Erlangen","institution_ids":["https://openalex.org/I4210123192"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":true,"primary_topic":null,"topics":[],"keywords":[{"id":"https://openalex.org/keywords/piano","display_name":"Piano","score":0.6409000158309937},{"id":"https://openalex.org/keywords/timeline","display_name":"Timeline","score":0.6158000230789185},{"id":"https://openalex.org/keywords/robustness","display_name":"Robustness (evolution)","score":0.5095000267028809},{"id":"https://openalex.org/keywords/music-information-retrieval","display_name":"Music information retrieval","score":0.4867999851703644},{"id":"https://openalex.org/keywords/chord","display_name":"Chord (peer-to-peer)","score":0.4481000006198883},{"id":"https://openalex.org/keywords/timbre","display_name":"Timbre","score":0.4142000079154968},{"id":"https://openalex.org/keywords/piano-sonata","display_name":"Piano sonata","score":0.4117000102996826},{"id":"https://openalex.org/keywords/coherence","display_name":"Coherence (philosophical gambling strategy)","score":0.4101000130176544},{"id":"https://openalex.org/keywords/musical","display_name":"Musical","score":0.382099986076355}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7121000289916992},{"id":"https://openalex.org/C124086623","wikidata":"https://www.wikidata.org/wiki/Q5994","display_name":"Piano","level":2,"score":0.6409000158309937},{"id":"https://openalex.org/C4438859","wikidata":"https://www.wikidata.org/wiki/Q186117","display_name":"Timeline","level":2,"score":0.6158000230789185},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.520799994468689},{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.5095000267028809},{"id":"https://openalex.org/C2777946086","wikidata":"https://www.wikidata.org/wiki/Q1163335","display_name":"Music information retrieval","level":3,"score":0.4867999851703644},{"id":"https://openalex.org/C194147245","wikidata":"https://www.wikidata.org/wiki/Q1076368","display_name":"Chord (peer-to-peer)","level":2,"score":0.4481000006198883},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4156000018119812},{"id":"https://openalex.org/C2776539107","wikidata":"https://www.wikidata.org/wiki/Q176501","display_name":"Timbre","level":3,"score":0.4142000079154968},{"id":"https://openalex.org/C194171767","wikidata":"https://www.wikidata.org/wiki/Q1546995","display_name":"Piano sonata","level":3,"score":0.4117000102996826},{"id":"https://openalex.org/C2781181686","wikidata":"https://www.wikidata.org/wiki/Q4226068","display_name":"Coherence (philosophical gambling strategy)","level":2,"score":0.4101000130176544},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.38519999384880066},{"id":"https://openalex.org/C558565934","wikidata":"https://www.wikidata.org/wiki/Q2743","display_name":"Musical","level":2,"score":0.382099986076355},{"id":"https://openalex.org/C192209626","wikidata":"https://www.wikidata.org/wiki/Q190909","display_name":"Focus (optics)","level":2,"score":0.37880000472068787},{"id":"https://openalex.org/C135343436","wikidata":"https://www.wikidata.org/wiki/Q170406","display_name":"Rhythm","level":2,"score":0.33410000801086426},{"id":"https://openalex.org/C542774811","wikidata":"https://www.wikidata.org/wiki/Q10880526","display_name":"Prosody","level":2,"score":0.3260999917984009},{"id":"https://openalex.org/C143857728","wikidata":"https://www.wikidata.org/wiki/Q193544","display_name":"Music theory","level":3,"score":0.3231000006198883},{"id":"https://openalex.org/C138954614","wikidata":"https://www.wikidata.org/wiki/Q9192","display_name":"Mandarin Chinese","level":2,"score":0.3228999972343445},{"id":"https://openalex.org/C2776275044","wikidata":"https://www.wikidata.org/wiki/Q192822","display_name":"Tonality","level":3,"score":0.3212999999523163},{"id":"https://openalex.org/C2776434776","wikidata":"https://www.wikidata.org/wiki/Q19246213","display_name":"Domain adaptation","level":3,"score":0.31360000371932983},{"id":"https://openalex.org/C542929976","wikidata":"https://www.wikidata.org/wiki/Q9730","display_name":"Classical music","level":3,"score":0.31029999256134033},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.3050999939441681},{"id":"https://openalex.org/C2776453491","wikidata":"https://www.wikidata.org/wiki/Q5659234","display_name":"Harmony (color)","level":2,"score":0.29679998755455017},{"id":"https://openalex.org/C153405242","wikidata":"https://www.wikidata.org/wiki/Q118819","display_name":"Pitch (Music)","level":3,"score":0.2777000069618225},{"id":"https://openalex.org/C89721942","wikidata":"https://www.wikidata.org/wiki/Q184421","display_name":"Harmony (Music)","level":3,"score":0.2667999863624573},{"id":"https://openalex.org/C558987187","wikidata":"https://www.wikidata.org/wiki/Q1544924","display_name":"Musical analysis","level":3,"score":0.25189998745918274}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.5281/zenodo.10847702","is_oa":true,"landing_page_url":"https://doi.org/10.5281/zenodo.10847702","pdf_url":null,"source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"dataset"}],"best_oa_location":{"id":"doi:10.5281/zenodo.10847702","is_oa":true,"landing_page_url":"https://doi.org/10.5281/zenodo.10847702","pdf_url":null,"source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"dataset"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","score":0.5594460368156433,"display_name":"Quality Education"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":[],"abstract_inverted_index":{"This":[0],"repository":[1],"contains":[2],"the":[3,14,65,110,118,127,188,209,229,232,245,260,273,281,326,344,353],"Beethoven":[4],"Piano":[5],"Sonata":[6],"Dataset":[7],"(BPSD),":[8],"a":[9,39,88,200,222,289],"multi-version":[10,340],"dataset":[11,274,320,341],"focusing":[12],"on":[13,87,117,166,192,259],"first":[15,345],"movements":[16,346],"of":[17,61,77,84,99,129,213,250,262,285,309,347,352],"Beethoven's":[18,29,251,286,348],"32":[19],"piano":[20,30,252,349],"sonatas.":[21,350],"Recognized":[22],"as":[23,238],"pivotal":[24],"works":[25],"in":[26,42,49,64,114,132,266,280,304,321],"classical":[27,36,268],"music,":[28,37],"sonatas":[31],"have":[32],"profoundly":[33],"shaped":[34],"Western":[35,267],"holding":[38],"significant":[40],"place":[41],"cultural":[43],"history.The":[44],"BPSD":[45,78,115,125,189,214,240],"includes":[46],"sheet":[47,302],"music":[48,139,303],"different":[50,174],"machine-readable":[51],"formats":[52],"and":[53,68,92,102,106,120,142,145,159,169,248,264,283],"audio":[54,103,233],"recordings":[55],"from":[56,199,228],"eleven":[57],"performances,":[58],"with":[59,215],"four":[60],"them":[62],"being":[63],"public":[66],"domain":[67],"freely":[69],"accessible":[70],"for":[71,109,156,180,185,224,244,342,356],"research":[72,271],"purposes.":[73],"A":[74,338],"key":[75],"feature":[76],"is":[79,190,219,241],"its":[80,216],"coherence,":[81],"ensuring":[82],"alignment":[83],"all":[85],"versions":[86],"unified":[89],"musical":[90],"timeline":[91],"enforcing":[93],"consistent":[94],"structures":[95],"through":[96,292],"careful":[97],"editing":[98],"both":[100],"score":[101,146],"representations.The":[104],"focus":[105],"main":[107,210],"motivation":[108],"design":[111],"choices":[112],"made":[113],"are":[116],"technical":[119],"computational":[121,186],"level.":[122],"In":[123],"particular,":[124],"facilitates":[126],"assessment":[128],"algorithmic":[130],"approaches":[131],"tasks":[133],"like":[134],"harmony":[135,263],"analysis,":[136,138],"structure":[137,265],"transcription,":[140],"beat":[141],"downbeat":[143],"estimation,":[144],"following.":[147],"The":[148],"dataset's":[149],"coherence":[150],"makes":[151],"it":[152],"an":[153],"ideal":[154],"platform":[155],"systematically":[157],"training":[158],"evaluating":[160],"deep":[161],"learning":[162],"methods,":[163],"shedding":[164],"light":[165],"their":[167,257],"robustness":[168],"uncovering":[170],"data":[171,175],"biases":[172],"across":[173],"splits":[176],"using":[177],"cross-version":[178],"strategies":[179],"evaluation.":[181],"To":[182],"ease":[183],"applicability":[184],"approaches,":[187],"based":[191],"various":[193],"simplifications":[194],"that":[195],"may":[196],"be":[197],"disputable":[198],"musicological":[201,207],"perspective.":[202],"Rather":[203],"than":[204],"providing":[205,254],"novel":[206],"annotations,":[208],"conceptual":[211],"contribution":[212],"measure":[217],"annotations":[218,227],"to":[220,231,288],"provide":[221],"framework":[223],"transferring":[225],"existing":[226],"symbolic":[230],"domain.":[234],"We":[235],"hope":[236],"that,":[237],"such,":[239],"also":[242,275],"useful":[243],"systematic":[246],"analysis":[247],"exploration":[249],"sonatas,":[253],"insights":[255],"into":[256],"influence":[258],"development":[261],"music.":[269],"Beyond":[270],"applications,":[272],"holds":[276],"educational":[277],"potential,":[278],"aiding":[279],"preparation":[282],"presentation":[284],"work":[287],"broader":[290],"audience":[291],"interactive":[293],"multimedia":[294],"experiences.":[295],"Additional":[296],"Resources":[297],"TISMIR":[298],"article:":[299],"https://doi.org/10.5334/tismir.196":[300],"Accompanying":[301],"compact":[305],"format":[306],"(see":[307],"list":[308],"files":[310],"\u2192":[311],"BPSD_SheetMusic.pdf)":[312],"Maintained":[313],"code:":[314],"https://github.com/groupmm/BPSD_scripts":[315],"If":[316],"you":[317],"use":[318],"this":[319],"your":[322],"research,":[323],"please":[324],"cite":[325],"following":[327],"publication:":[328],"Johannes":[329],"Zeitler,":[330],"Christof":[331],"Wei\u00df,":[332],"Vlora":[333],"Arifi-M\u00fcller,":[334],"Meinard":[335],"M\u00fcller:":[336],"BPSD:":[337],"coherent":[339],"analyzing":[343],"Transactions":[351],"International":[354],"Society":[355],"Music":[357],"Information":[358],"Retrieval":[359],"(TISMIR),":[360],"vol.":[361],"7,":[362],"no.":[363],"1,":[364],"pp.":[365],"195--212,":[366],"2024.https://doi.org/10.5334/tismir.196":[367]},"counts_by_year":[],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
