{"id":"https://openalex.org/W3206166847","doi":"https://doi.org/10.1145/3478384.3478411","title":"Taming the Chaos: Exploring Graphical Input Vector Manipulation User Interfaces for GANs in a Musical Context","display_name":"Taming the Chaos: Exploring Graphical Input Vector Manipulation User Interfaces for GANs in a Musical Context","publication_year":2021,"publication_date":"2021-09-01","ids":{"openalex":"https://openalex.org/W3206166847","doi":"https://doi.org/10.1145/3478384.3478411","mag":"3206166847"},"language":"en","primary_location":{"id":"doi:10.1145/3478384.3478411","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3478384.3478411","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3478384.3478411","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Audio Mostly 2021","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://dl.acm.org/doi/pdf/10.1145/3478384.3478411","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5089646210","display_name":"Ruben Schlagowski","orcid":"https://orcid.org/0000-0002-3516-6188"},"institutions":[{"id":"https://openalex.org/I179225836","display_name":"University of Augsburg","ror":"https://ror.org/03p14d497","country_code":"DE","type":"education","lineage":["https://openalex.org/I179225836"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Ruben Schlagowski","raw_affiliation_strings":["University of Augsburg, Germany"],"affiliations":[{"raw_affiliation_string":"University of Augsburg, Germany","institution_ids":["https://openalex.org/I179225836"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5043580137","display_name":"Silvan Mertes","orcid":"https://orcid.org/0000-0001-5230-5218"},"institutions":[{"id":"https://openalex.org/I179225836","display_name":"University of Augsburg","ror":"https://ror.org/03p14d497","country_code":"DE","type":"education","lineage":["https://openalex.org/I179225836"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Silvan Mertes","raw_affiliation_strings":["University of Augsburg, Germany"],"affiliations":[{"raw_affiliation_string":"University of Augsburg, Germany","institution_ids":["https://openalex.org/I179225836"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5056684559","display_name":"Elisabeth Andr\u00e9","orcid":"https://orcid.org/0000-0002-2367-162X"},"institutions":[{"id":"https://openalex.org/I179225836","display_name":"University of Augsburg","ror":"https://ror.org/03p14d497","country_code":"DE","type":"education","lineage":["https://openalex.org/I179225836"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Elisabeth Andr\u00e9","raw_affiliation_strings":["University of Augsburg, Germany"],"affiliations":[{"raw_affiliation_string":"University of Augsburg, Germany","institution_ids":["https://openalex.org/I179225836"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5089646210"],"corresponding_institution_ids":["https://openalex.org/I179225836"],"apc_list":null,"apc_paid":null,"fwci":0.4803,"has_fulltext":true,"cited_by_count":5,"citation_normalized_percentile":{"value":0.65436275,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"216","last_page":"223"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11349","display_name":"Music Technology and Sound Studies","score":0.9991999864578247,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T11349","display_name":"Music Technology and Sound Studies","score":0.9991999864578247,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T10775","display_name":"Generative Adversarial Networks and Image Synthesis","score":0.9961000084877014,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T11309","display_name":"Music and Audio Processing","score":0.9918000102043152,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7984651327133179},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.6863788366317749},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.6305825114250183},{"id":"https://openalex.org/keywords/novelty","display_name":"Novelty","score":0.5782135128974915},{"id":"https://openalex.org/keywords/controllability","display_name":"Controllability","score":0.4782930016517639},{"id":"https://openalex.org/keywords/usability","display_name":"Usability","score":0.45309147238731384},{"id":"https://openalex.org/keywords/personalization","display_name":"Personalization","score":0.4338147044181824},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.21443107724189758}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7984651327133179},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.6863788366317749},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.6305825114250183},{"id":"https://openalex.org/C2778738651","wikidata":"https://www.wikidata.org/wiki/Q16546687","display_name":"Novelty","level":2,"score":0.5782135128974915},{"id":"https://openalex.org/C48209547","wikidata":"https://www.wikidata.org/wiki/Q1331104","display_name":"Controllability","level":2,"score":0.4782930016517639},{"id":"https://openalex.org/C170130773","wikidata":"https://www.wikidata.org/wiki/Q216378","display_name":"Usability","level":2,"score":0.45309147238731384},{"id":"https://openalex.org/C183003079","wikidata":"https://www.wikidata.org/wiki/Q1000371","display_name":"Personalization","level":2,"score":0.4338147044181824},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.21443107724189758},{"id":"https://openalex.org/C27206212","wikidata":"https://www.wikidata.org/wiki/Q34178","display_name":"Theology","level":1,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C28826006","wikidata":"https://www.wikidata.org/wiki/Q33521","display_name":"Applied mathematics","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"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/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1145/3478384.3478411","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3478384.3478411","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3478384.3478411","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Audio Mostly 2021","raw_type":"proceedings-article"},{"id":"pmh:oai:uni-augsburg.opus-bayern.de:90594","is_oa":false,"landing_page_url":"https://nbn-resolving.org/urn:nbn:de:bvb:384-opus4-905946","pdf_url":null,"source":{"id":"https://openalex.org/S4306400930","display_name":"OPUS (Augsburg University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I119916105","host_organization_name":"Augsburg University","host_organization_lineage":["https://openalex.org/I119916105"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"bookpart"}],"best_oa_location":{"id":"doi:10.1145/3478384.3478411","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3478384.3478411","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3478384.3478411","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Audio Mostly 2021","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3206166847.pdf","grobid_xml":"https://content.openalex.org/works/W3206166847.grobid-xml"},"referenced_works_count":22,"referenced_works":["https://openalex.org/W95067517","https://openalex.org/W161531308","https://openalex.org/W198022236","https://openalex.org/W1893585201","https://openalex.org/W2026259539","https://openalex.org/W2091676490","https://openalex.org/W2126485319","https://openalex.org/W2127339196","https://openalex.org/W2240917358","https://openalex.org/W2396476701","https://openalex.org/W2897177022","https://openalex.org/W2908983667","https://openalex.org/W2950299304","https://openalex.org/W2962764349","https://openalex.org/W2962770929","https://openalex.org/W2963761396","https://openalex.org/W2964011712","https://openalex.org/W2964201809","https://openalex.org/W2982603229","https://openalex.org/W2995282955","https://openalex.org/W2998542703","https://openalex.org/W4244635956"],"related_works":["https://openalex.org/W2036697162","https://openalex.org/W2332386680","https://openalex.org/W2248621902","https://openalex.org/W4205698120","https://openalex.org/W2561315646","https://openalex.org/W2542825942","https://openalex.org/W3201620972","https://openalex.org/W4239246781","https://openalex.org/W1496421768","https://openalex.org/W1568889508"],"abstract_inverted_index":{"Generative":[0],"Adversarial":[1],"Networks":[2],"(GANs)":[3],"are":[4],"a":[5,85,135,161],"widely":[6],"used":[7,33,187],"tool":[8],"for":[9,57,165],"generating":[10],"highly":[11],"realistic":[12],"artificial":[13],"data.":[14],"As":[15],"the":[16,29,78,113,132,173],"output":[17],"of":[18,52,84,134],"these":[19,95],"networks":[20],"can":[21],"show":[22],"high":[23],"diversity":[24],"and":[25,50,149,157],"novelty,":[26],"GANs":[27,39],"have":[28],"potential":[30],"to":[31,47,60,90,104,115,120,143],"be":[32],"as":[34,124],"creative":[35,58,150],"tools.":[36],"However,":[37],"using":[38],"in":[40,141,147],"this":[41,67],"context":[42],"poses":[43],"major":[44],"challenges":[45],"due":[46],"their":[48,62],"unpredictability":[49],"lack":[51],"controllability,":[53],"making":[54],"it":[55],"difficult":[56],"people":[59],"realize":[61],"artistic":[63],"vision.":[64],"To":[65],"address":[66],"problem,":[68],"we":[69,111,130,139,178],"present":[70,131],"two":[71],"graphical":[72],"user":[73,136],"interfaces":[74],"that":[75,87,101,138,155,180],"visually":[76],"order":[77,142],"(otherwise":[79],"chaotic)":[80],"latent":[81],"input":[82],"space":[83],"GAN":[86],"was":[88],"trained":[89],"generate":[91],"drum":[92],"samples.":[93],"Further,":[94],"GUIs":[96],"provide":[97,112],"convergent":[98,181],"search":[99,182,193],"functions":[100],"allow":[102],"users":[103,122,166],"fine-tune":[105],"generated":[106],"sounds.":[107],"By":[108],"doing":[109],"so,":[110],"ability":[114],"create":[116],"sounds":[117],"more":[118,162,189],"purposefully":[119],"sound-affine":[121],"such":[123],"musicians":[125],"or":[126],"sound":[127],"engineers.":[128],"Additionally,":[129],"results":[133,153],"study":[137],"conducted":[140],"explore":[144],"our":[145],"approach":[146],"accuracy-oriented":[148],"tasks.":[151],"Our":[152],"indicate":[154],"usability":[156],"pragmatic":[158],"qualities":[159],"play":[160],"important":[163],"role":[164],"than":[167,191],"aesthetic-oriented":[168],"aspects.":[169],"Although":[170],"not":[171],"improving":[172],"accuracy":[174],"within":[175],"reproductive":[176],"tasks,":[177],"observed":[179],"functions,":[183],"if":[184],"available,":[185],"were":[186],"significantly":[188],"often":[190],"divergent/randomized":[192],"functions.":[194]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
