{"id":"https://openalex.org/W4395447440","doi":"https://doi.org/10.1109/taslp.2024.3393741","title":"Example-Based Framework for Perceptually Guided Audio Texture Generation","display_name":"Example-Based Framework for Perceptually Guided Audio Texture Generation","publication_year":2024,"publication_date":"2024-01-01","ids":{"openalex":"https://openalex.org/W4395447440","doi":"https://doi.org/10.1109/taslp.2024.3393741"},"language":"en","primary_location":{"id":"doi:10.1109/taslp.2024.3393741","is_oa":false,"landing_page_url":"https://doi.org/10.1109/taslp.2024.3393741","pdf_url":null,"source":{"id":"https://openalex.org/S4210169297","display_name":"IEEE/ACM Transactions on Audio Speech and Language Processing","issn_l":"2329-9290","issn":["2329-9290","2329-9304"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE/ACM Transactions on Audio, Speech, and Language Processing","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5038084030","display_name":"Purnima Kamath","orcid":"https://orcid.org/0000-0003-0351-6574"},"institutions":[{"id":"https://openalex.org/I165932596","display_name":"National University of Singapore","ror":"https://ror.org/01tgyzw49","country_code":"SG","type":"education","lineage":["https://openalex.org/I165932596"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Purnima Kamath","raw_affiliation_strings":["National University of Singapore, Singapore"],"raw_orcid":"https://orcid.org/0000-0003-0351-6574","affiliations":[{"raw_affiliation_string":"National University of Singapore, Singapore","institution_ids":["https://openalex.org/I165932596"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5016367573","display_name":"Chitralekha Gupta","orcid":"https://orcid.org/0000-0003-1350-9095"},"institutions":[{"id":"https://openalex.org/I165932596","display_name":"National University of Singapore","ror":"https://ror.org/01tgyzw49","country_code":"SG","type":"education","lineage":["https://openalex.org/I165932596"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Chitralekha Gupta","raw_affiliation_strings":["National University of Singapore, Singapore"],"raw_orcid":"https://orcid.org/0000-0003-1350-9095","affiliations":[{"raw_affiliation_string":"National University of Singapore, Singapore","institution_ids":["https://openalex.org/I165932596"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5062692118","display_name":"Lonce Wyse","orcid":"https://orcid.org/0000-0002-9200-1048"},"institutions":[{"id":"https://openalex.org/I170486558","display_name":"Universitat Pompeu Fabra","ror":"https://ror.org/04n0g0b29","country_code":"ES","type":"education","lineage":["https://openalex.org/I170486558"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Lonce Wyse","raw_affiliation_strings":["Universitat Pompeu Fabra, Barcelona, Spain"],"raw_orcid":"https://orcid.org/0000-0002-9200-1048","affiliations":[{"raw_affiliation_string":"Universitat Pompeu Fabra, Barcelona, Spain","institution_ids":["https://openalex.org/I170486558"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5027647989","display_name":"Suranga Nanayakkara","orcid":"https://orcid.org/0000-0001-7441-5493"},"institutions":[{"id":"https://openalex.org/I165932596","display_name":"National University of Singapore","ror":"https://ror.org/01tgyzw49","country_code":"SG","type":"education","lineage":["https://openalex.org/I165932596"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Suranga Nanayakkara","raw_affiliation_strings":["National University of Singapore, Singapore"],"raw_orcid":"https://orcid.org/0000-0001-7441-5493","affiliations":[{"raw_affiliation_string":"National University of Singapore, Singapore","institution_ids":["https://openalex.org/I165932596"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.8446,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.69073192,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":97},"biblio":{"volume":"32","issue":null,"first_page":"2555","last_page":"2565"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11309","display_name":"Music and Audio Processing","score":0.9991999864578247,"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":0.9991999864578247,"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/T11349","display_name":"Music Technology and Sound Studies","score":0.9868999719619751,"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/T10860","display_name":"Speech and Audio Processing","score":0.9818999767303467,"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/texture","display_name":"Texture (cosmology)","score":0.6521682739257812},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6157927513122559},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.5113453269004822},{"id":"https://openalex.org/keywords/audio-visual","display_name":"Audio visual","score":0.44329869747161865},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.43267709016799927},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.3666307330131531},{"id":"https://openalex.org/keywords/multimedia","display_name":"Multimedia","score":0.2913355529308319},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.09757497906684875}],"concepts":[{"id":"https://openalex.org/C2781195486","wikidata":"https://www.wikidata.org/wiki/Q289436","display_name":"Texture (cosmology)","level":3,"score":0.6521682739257812},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6157927513122559},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.5113453269004822},{"id":"https://openalex.org/C3017588708","wikidata":"https://www.wikidata.org/wiki/Q758901","display_name":"Audio visual","level":2,"score":0.44329869747161865},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.43267709016799927},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.3666307330131531},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.2913355529308319},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.09757497906684875}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/taslp.2024.3393741","is_oa":false,"landing_page_url":"https://doi.org/10.1109/taslp.2024.3393741","pdf_url":null,"source":{"id":"https://openalex.org/S4210169297","display_name":"IEEE/ACM Transactions on Audio Speech and Language Processing","issn_l":"2329-9290","issn":["2329-9290","2329-9304"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE/ACM Transactions on Audio, Speech, and Language Processing","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":70,"referenced_works":["https://openalex.org/W1569542462","https://openalex.org/W1571477232","https://openalex.org/W1576578512","https://openalex.org/W2015153621","https://openalex.org/W2027518030","https://openalex.org/W2032337854","https://openalex.org/W2055561493","https://openalex.org/W2062663442","https://openalex.org/W2069842197","https://openalex.org/W2076694837","https://openalex.org/W2088432713","https://openalex.org/W2111331420","https://openalex.org/W2194775991","https://openalex.org/W2395718496","https://openalex.org/W2512517145","https://openalex.org/W2516594951","https://openalex.org/W2526050071","https://openalex.org/W2593116425","https://openalex.org/W2598144628","https://openalex.org/W2889326414","https://openalex.org/W2890913619","https://openalex.org/W2940168379","https://openalex.org/W2962770929","https://openalex.org/W2962785568","https://openalex.org/W2963446712","https://openalex.org/W2964345931","https://openalex.org/W2972478942","https://openalex.org/W3014852036","https://openalex.org/W3035574324","https://openalex.org/W3045062880","https://openalex.org/W3094550259","https://openalex.org/W3103301587","https://openalex.org/W3109897136","https://openalex.org/W3176445421","https://openalex.org/W3177221875","https://openalex.org/W3184415155","https://openalex.org/W4226409935","https://openalex.org/W4243637566","https://openalex.org/W4283027738","https://openalex.org/W4286588289","https://openalex.org/W4318351475","https://openalex.org/W4360991078","https://openalex.org/W4372266552","https://openalex.org/W4375869093","https://openalex.org/W4381786045","https://openalex.org/W4386840139","https://openalex.org/W6600519134","https://openalex.org/W6634367950","https://openalex.org/W6634496701","https://openalex.org/W6736723571","https://openalex.org/W6752996073","https://openalex.org/W6755081673","https://openalex.org/W6758675244","https://openalex.org/W6758708508","https://openalex.org/W6771763809","https://openalex.org/W6781150751","https://openalex.org/W6782757012","https://openalex.org/W6791320095","https://openalex.org/W6791852959","https://openalex.org/W6797390368","https://openalex.org/W6799832425","https://openalex.org/W6801654764","https://openalex.org/W6810510949","https://openalex.org/W6840200333","https://openalex.org/W6842854468","https://openalex.org/W6845479124","https://openalex.org/W6849105126","https://openalex.org/W6849109464","https://openalex.org/W6856276605","https://openalex.org/W6885056233"],"related_works":["https://openalex.org/W2772917594","https://openalex.org/W2036807459","https://openalex.org/W2058170566","https://openalex.org/W2755342338","https://openalex.org/W2166024367","https://openalex.org/W3116076068","https://openalex.org/W2229312674","https://openalex.org/W2951359407","https://openalex.org/W2079911747","https://openalex.org/W1969923398"],"abstract_inverted_index":{"Controllable":[0],"generation":[1,66,135],"in":[2,44,106],"StyleGANs":[3],"is":[4,19],"usually":[5],"achieved":[6],"by":[7],"training":[8],"the":[9,45,75,93,103,107,111],"model":[10],"using":[11,86],"labeled":[12,26,49],"data.":[13],"For":[14],"audio":[15,64,137],"textures,":[16],"however,":[17],"there":[18],"currently":[20],"a":[21,34,87,98],"lack":[22],"of":[23,47,80,97,110,144],"large":[24],"semantically":[25,76],"datasets.":[27,50],"Therefore,":[28],"to":[29,59,91,113,147],"control":[30,38,114],"generation,":[31],"we":[32,54,101,140],"develop":[33],"method":[35],"for":[36,63,133,136],"semantic":[37,70,99,153],"over":[39],"an":[40,56,81,142],"unconditionally":[41,82],"trained":[42,83],"StyleGAN":[43,112],"absence":[46,96],"such":[48,150],"In":[51],"this":[52],"paper,":[53],"propose":[55],"example-based":[57],"framework":[58,124,146],"determine":[60],"guidance":[61,104,131],"vectors":[62,105,132],"texture":[65],"based":[67],"on":[68],"user-defined":[69,127],"attributes.":[71],"Our":[72,119],"approach":[73],"leverages":[74],"disentangled":[77],"latent":[78,108],"space":[79,109],"StyleGAN.":[84],"By":[85],"few":[88],"synthetic":[89],"examples":[90],"indicate":[92],"presence":[94],"or":[95],"attribute,":[100],"infer":[102],"that":[115,122],"attribute":[116,154],"during":[117],"generation.":[118],"results":[120],"show":[121],"our":[123,145],"can":[125],"find":[126],"and":[128],"perceptually":[129],"relevant":[130],"controllable":[134],"textures.":[138],"Furthermore,":[139],"demonstrate":[141],"application":[143],"other":[148],"tasks,":[149],"as":[151],"selective":[152],"transfer.":[155]},"counts_by_year":[{"year":2025,"cited_by_count":3}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
