{"id":"https://openalex.org/W2132214932","doi":"https://doi.org/10.21427/d7002z","title":"Automatic Drum Transcription and Source Separation","display_name":"Automatic Drum Transcription and Source Separation","publication_year":2004,"publication_date":"2004-01-01","ids":{"openalex":"https://openalex.org/W2132214932","doi":"https://doi.org/10.21427/d7002z","mag":"2132214932"},"language":"en","primary_location":{"id":"pmh:oai:arrow.dit.ie:appadoc-1002","is_oa":true,"landing_page_url":"https://arrow.dit.ie/appadoc/3","pdf_url":"https://arrow.dit.ie/cgi/viewcontent.cgi?article=1002&context=appadoc","source":{"id":"https://openalex.org/S4377196307","display_name":"Arrow - TU Dublin (Technological University Dublin)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210144925","host_organization_name":"Technological University Dublin","host_organization_lineage":["https://openalex.org/I4210144925"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Doctoral","raw_type":"phd"},"type":"dissertation","indexed_in":["datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arrow.dit.ie/cgi/viewcontent.cgi?article=1002&context=appadoc","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5027353739","display_name":"Derry Fitzgerald","orcid":"https://orcid.org/0000-0001-8057-858X"},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Fitzgerald, Derry","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":["https://openalex.org/A5027353739"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":true,"cited_by_count":33,"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":false,"primary_topic":{"id":"https://openalex.org/T11309","display_name":"Music and Audio Processing","score":0.9997000098228455,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11309","display_name":"Music and Audio Processing","score":0.9997000098228455,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10860","display_name":"Speech and Audio Processing","score":0.9973000288009644,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10201","display_name":"Speech Recognition and Synthesis","score":0.9948999881744385,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/transcription","display_name":"Transcription (linguistics)","score":0.47570332884788513},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.44762086868286133},{"id":"https://openalex.org/keywords/separation","display_name":"Separation (statistics)","score":0.43152758479118347}],"concepts":[{"id":"https://openalex.org/C179926584","wikidata":"https://www.wikidata.org/wiki/Q207714","display_name":"Transcription (linguistics)","level":2,"score":0.47570332884788513},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.44762086868286133},{"id":"https://openalex.org/C2776061190","wikidata":"https://www.wikidata.org/wiki/Q7451805","display_name":"Separation (statistics)","level":2,"score":0.43152758479118347},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"pmh:oai:arrow.dit.ie:appadoc-1002","is_oa":true,"landing_page_url":"https://arrow.dit.ie/appadoc/3","pdf_url":"https://arrow.dit.ie/cgi/viewcontent.cgi?article=1002&context=appadoc","source":{"id":"https://openalex.org/S4377196307","display_name":"Arrow - TU Dublin (Technological University Dublin)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210144925","host_organization_name":"Technological University Dublin","host_organization_lineage":["https://openalex.org/I4210144925"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Doctoral","raw_type":"phd"},{"id":"pmh:oai:arrow.tudublin.ie:appadoc-1002","is_oa":true,"landing_page_url":"https://arrow.tudublin.ie/appadoc/3","pdf_url":"https://arrow.tudublin.ie/cgi/viewcontent.cgi?article=1002&context=appadoc","source":{"id":"https://openalex.org/S4377196307","display_name":"Arrow - TU Dublin (Technological University Dublin)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210144925","host_organization_name":"Technological University Dublin","host_organization_lineage":["https://openalex.org/I4210144925"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-sa","license_id":"https://openalex.org/licenses/cc-by-nc-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Doctoral","raw_type":"phd"},{"id":"doi:10.21427/d7002z","is_oa":true,"landing_page_url":"https://doi.org/10.21427/d7002z","pdf_url":null,"source":{"id":"https://openalex.org/S4377196307","display_name":"Arrow - TU Dublin (Technological University Dublin)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210144925","host_organization_name":"Technological University Dublin","host_organization_lineage":["https://openalex.org/I4210144925"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"article-journal"},{"id":"mag:2132214932","is_oa":false,"landing_page_url":"https://www.researchgate.net/profile/Derry_Fitzgerald/publication/245575571_Automatic_Drum_Transcription_and_Source_Separation/links/0a85e5396ef9013246000000.pdf","pdf_url":null,"source":null,"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":null}],"best_oa_location":{"id":"pmh:oai:arrow.dit.ie:appadoc-1002","is_oa":true,"landing_page_url":"https://arrow.dit.ie/appadoc/3","pdf_url":"https://arrow.dit.ie/cgi/viewcontent.cgi?article=1002&context=appadoc","source":{"id":"https://openalex.org/S4377196307","display_name":"Arrow - TU Dublin (Technological University Dublin)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210144925","host_organization_name":"Technological University Dublin","host_organization_lineage":["https://openalex.org/I4210144925"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Doctoral","raw_type":"phd"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2132214932.pdf"},"referenced_works_count":108,"referenced_works":["https://openalex.org/W15066456","https://openalex.org/W16236365","https://openalex.org/W18350871","https://openalex.org/W29021047","https://openalex.org/W125234751","https://openalex.org/W128322119","https://openalex.org/W139272879","https://openalex.org/W156332884","https://openalex.org/W157435619","https://openalex.org/W168991039","https://openalex.org/W172974767","https://openalex.org/W186036538","https://openalex.org/W1480813574","https://openalex.org/W1485484592","https://openalex.org/W1486531642","https://openalex.org/W1492698906","https://openalex.org/W1493346876","https://openalex.org/W1504986446","https://openalex.org/W1517388136","https://openalex.org/W1523373265","https://openalex.org/W1526260457","https://openalex.org/W1530195630","https://openalex.org/W1537504396","https://openalex.org/W1544889373","https://openalex.org/W1546586470","https://openalex.org/W1551226391","https://openalex.org/W1553437616","https://openalex.org/W1555402191","https://openalex.org/W1560013842","https://openalex.org/W1560107318","https://openalex.org/W1565658805","https://openalex.org/W1569542462","https://openalex.org/W1570779367","https://openalex.org/W1575829986","https://openalex.org/W1590148193","https://openalex.org/W1593916594","https://openalex.org/W1603171811","https://openalex.org/W1604263501","https://openalex.org/W1623821838","https://openalex.org/W1678280646","https://openalex.org/W1780815862","https://openalex.org/W1789175414","https://openalex.org/W1970789124","https://openalex.org/W1980674027","https://openalex.org/W1985014571","https://openalex.org/W1987906574","https://openalex.org/W1997410866","https://openalex.org/W2014315838","https://openalex.org/W2017556332","https://openalex.org/W2041404167","https://openalex.org/W2042105302","https://openalex.org/W2043843997","https://openalex.org/W2063532964","https://openalex.org/W2067063915","https://openalex.org/W2077990749","https://openalex.org/W2086726221","https://openalex.org/W2098920026","https://openalex.org/W2099741732","https://openalex.org/W2105632258","https://openalex.org/W2105681560","https://openalex.org/W2105978559","https://openalex.org/W2106442041","https://openalex.org/W2108384452","https://openalex.org/W2112630930","https://openalex.org/W2115956902","https://openalex.org/W2116216716","https://openalex.org/W2120132744","https://openalex.org/W2120670853","https://openalex.org/W2120847449","https://openalex.org/W2120962571","https://openalex.org/W2122925692","https://openalex.org/W2123649031","https://openalex.org/W2124101779","https://openalex.org/W2124486835","https://openalex.org/W2130055919","https://openalex.org/W2130635920","https://openalex.org/W2133069808","https://openalex.org/W2137234026","https://openalex.org/W2139418888","https://openalex.org/W2139896607","https://openalex.org/W2139998076","https://openalex.org/W2141224535","https://openalex.org/W2141622014","https://openalex.org/W2143132653","https://openalex.org/W2145889472","https://openalex.org/W2147174722","https://openalex.org/W2148504315","https://openalex.org/W2150764838","https://openalex.org/W2151351982","https://openalex.org/W2152960355","https://openalex.org/W2158477298","https://openalex.org/W2160537075","https://openalex.org/W2164764235","https://openalex.org/W2167034998","https://openalex.org/W2169850486","https://openalex.org/W2171759772","https://openalex.org/W2172253923","https://openalex.org/W2209061031","https://openalex.org/W2224042840","https://openalex.org/W2316311051","https://openalex.org/W2405553491","https://openalex.org/W2595741664","https://openalex.org/W2612166593","https://openalex.org/W2993383518","https://openalex.org/W3086461667","https://openalex.org/W3099514962","https://openalex.org/W3174934751","https://openalex.org/W3216284681"],"related_works":["https://openalex.org/W2104298926","https://openalex.org/W29021047","https://openalex.org/W85184699","https://openalex.org/W3143596294","https://openalex.org/W2076608692","https://openalex.org/W186036538","https://openalex.org/W1603632465","https://openalex.org/W75089651","https://openalex.org/W2133119264","https://openalex.org/W189345193","https://openalex.org/W1822807512","https://openalex.org/W1537504396","https://openalex.org/W2164764235","https://openalex.org/W2116216716","https://openalex.org/W1987906574","https://openalex.org/W1580974668","https://openalex.org/W1551226391","https://openalex.org/W1571477232","https://openalex.org/W1548802052","https://openalex.org/W1508756421"],"abstract_inverted_index":{"While":[0],"research":[1,83],"has":[2,19],"been":[3],"carried":[4,103],"out":[5,104],"on":[6,50,84,125],"automated":[7,15],"polyphonic":[8,16,54,85,98,121,202,261,275],"music":[9,92,189],"transcription,":[10,277],"to-date":[11],"the":[12,22,51,69,73,118,163,172,181,194,199,220,226,272,290],"problem":[13,29,200],"of":[14,25,32,53,61,65,91,114,120,132,158,162,171,183,201,209,215,222,230,274,286,292],"percussion":[17,55,86,99,203,262,276],"transcription":[18,56,87,204],"not":[20],"received":[21],"same":[23],"degree":[24],"attention.":[26],"A":[27,213],"related":[28],"is":[30,253,280],"that":[31,168,208],"sound":[33,58,210],"source":[34,59,134,211,227],"separation,":[35],"which":[36,112,218,252],"attempts":[37],"to":[38,105,197,259,268,283],"separate":[39],"a":[40,62,88,128,169],"mixture":[41],"signal":[42],"into":[43],"its":[44],"constituent":[45],"sources.":[46,159],"This":[47],"thesis":[48],"focuses":[49],"task":[52,273],"and":[57,136,145,245,249,278],"separation":[60,135,174,228],"limited":[63],"set":[64],"drum":[66,76,122],"instruments,":[67],"namely":[68],"drums":[70,288],"found":[71],"in":[72,117,155,188,255,271,289],"standard":[74],"rock/pop":[75],"kit.":[77],"As":[78],"there":[79,108],"was":[80,101,130,166,193],"little":[81],"previous":[82,97],"broad":[89],"review":[90,129,164],"information":[93,190],"retrieval":[94,191],"methods,":[95,192],"including":[96],"systems,":[100],"also":[102,281],"determine":[106],"if":[107],"were":[109,113],"any":[110],"methods":[111],"potential":[115,154],"use":[116,182,221],"area":[119],"transcription.":[123,263],"Following":[124],"from":[126],"this":[127],"conducted":[131],"general":[133],"redundancy":[137],"reduction":[138],"techniques,":[139],"such":[140,232],"as":[141,149,186,205,207,233],"Independent":[142,146,176],"Component":[143],"Analysis":[144,178,243],"Subspace":[147,177,242],"Analysis,":[148],"these":[150],"techniques":[151,231],"have":[152],"shown":[153],"separating":[156],"mixtures":[157],"Upon":[160],"completion":[161],"it":[165],"decided":[167],"combination":[170],"blind":[173],"approach,":[175],"(ISA),":[179],"with":[180,225,257],"prior":[184,223],"knowledge":[185,224],"used":[187,254],"best":[195],"approach":[196],"tackling":[198],"well":[206],"separation.":[212],"number":[214],"new":[216],"algorithms":[217],"combine":[219],"abilities":[229],"ISA":[234],"are":[235,266],"presented.":[236],"These":[237,264],"include":[238],"sub-band":[239],"ISA,":[240],"Prior":[241],"(PSA),":[244],"an":[246],"automatic":[247],"modelling":[248],"grouping":[250],"technique":[251],"conjunction":[256],"PSA":[258,279],"perform":[260],"approaches":[265],"demonstrated":[267,282],"be":[269,284],"effective":[270],"capable":[285],"transcribing":[287],"presence":[291],"pitched":[293],"instruments.":[294]},"counts_by_year":[{"year":2021,"cited_by_count":1},{"year":2018,"cited_by_count":1},{"year":2016,"cited_by_count":1},{"year":2015,"cited_by_count":1},{"year":2014,"cited_by_count":2},{"year":2013,"cited_by_count":2},{"year":2012,"cited_by_count":3}],"updated_date":"2026-08-14T07:06:38.338062","created_date":"2025-10-10T00:00:00"}
