{"id":"https://openalex.org/W4327767739","doi":"https://doi.org/10.1109/ccnc51644.2023.10060510","title":"Non-Parallel Voice Conversion Using Cycle-Consistent Adversarial Networks with Self-Supervised Representations","display_name":"Non-Parallel Voice Conversion Using Cycle-Consistent Adversarial Networks with Self-Supervised Representations","publication_year":2023,"publication_date":"2023-01-08","ids":{"openalex":"https://openalex.org/W4327767739","doi":"https://doi.org/10.1109/ccnc51644.2023.10060510"},"language":"en","primary_location":{"id":"doi:10.1109/ccnc51644.2023.10060510","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ccnc51644.2023.10060510","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE 20th Consumer Communications &amp; Networking Conference (CCNC)","raw_type":"proceedings-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/A5083817509","display_name":"Chanjun Chun","orcid":"https://orcid.org/0000-0003-3361-8360"},"institutions":[{"id":"https://openalex.org/I152238500","display_name":"Chosun University","ror":"https://ror.org/01zt9a375","country_code":"KR","type":"education","lineage":["https://openalex.org/I152238500"]}],"countries":["KR"],"is_corresponding":true,"raw_author_name":"Chanjun Chun","raw_affiliation_strings":["Chosun University,Gwangju,South Korea","Chosun University, Gwangju, South Korea"],"affiliations":[{"raw_affiliation_string":"Chosun University,Gwangju,South Korea","institution_ids":["https://openalex.org/I152238500"]},{"raw_affiliation_string":"Chosun University, Gwangju, South Korea","institution_ids":["https://openalex.org/I152238500"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101410938","display_name":"Young Han Lee","orcid":"https://orcid.org/0000-0001-8200-2867"},"institutions":[{"id":"https://openalex.org/I4210131650","display_name":"Korea Electronics Technology Institute","ror":"https://ror.org/039k6f508","country_code":"KR","type":"facility","lineage":["https://openalex.org/I2801339556","https://openalex.org/I4210089395","https://openalex.org/I4210131650"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Young Han Lee","raw_affiliation_strings":["Korea Electronics Technology Institute,Seongnam,South Korea","Korea Electronics Technology Institute, Seongnam, South Korea"],"affiliations":[{"raw_affiliation_string":"Korea Electronics Technology Institute,Seongnam,South Korea","institution_ids":["https://openalex.org/I4210131650"]},{"raw_affiliation_string":"Korea Electronics Technology Institute, Seongnam, South Korea","institution_ids":["https://openalex.org/I4210131650"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5028537246","display_name":"Geon Woo Lee","orcid":null},"institutions":[{"id":"https://openalex.org/I39534123","display_name":"Gwangju Institute of Science and Technology","ror":"https://ror.org/024kbgz78","country_code":"KR","type":"education","lineage":["https://openalex.org/I39534123"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Geon Woo Lee","raw_affiliation_strings":["Gwangju Institute of Science and Technology (GIST),Gwangju,South Korea","Gwangju Institute of Science and Technology (GIST), Gwangju, South Korea"],"affiliations":[{"raw_affiliation_string":"Gwangju Institute of Science and Technology (GIST),Gwangju,South Korea","institution_ids":["https://openalex.org/I39534123"]},{"raw_affiliation_string":"Gwangju Institute of Science and Technology (GIST), Gwangju, South Korea","institution_ids":["https://openalex.org/I39534123"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056743652","display_name":"Moongu Jeon","orcid":"https://orcid.org/0000-0002-2775-7789"},"institutions":[{"id":"https://openalex.org/I39534123","display_name":"Gwangju Institute of Science and Technology","ror":"https://ror.org/024kbgz78","country_code":"KR","type":"education","lineage":["https://openalex.org/I39534123"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Moongu Jeon","raw_affiliation_strings":["Gwangju Institute of Science and Technology (GIST),Gwangju,South Korea","Gwangju Institute of Science and Technology (GIST), Gwangju, South Korea"],"affiliations":[{"raw_affiliation_string":"Gwangju Institute of Science and Technology (GIST),Gwangju,South Korea","institution_ids":["https://openalex.org/I39534123"]},{"raw_affiliation_string":"Gwangju Institute of Science and Technology (GIST), Gwangju, South Korea","institution_ids":["https://openalex.org/I39534123"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5085604883","display_name":"Hong Kook Kim","orcid":"https://orcid.org/0000-0002-0105-6693"},"institutions":[{"id":"https://openalex.org/I39534123","display_name":"Gwangju Institute of Science and Technology","ror":"https://ror.org/024kbgz78","country_code":"KR","type":"education","lineage":["https://openalex.org/I39534123"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Hong Kook Kim","raw_affiliation_strings":["Gwangju Institute of Science and Technology (GIST),Gwangju,South Korea","Gwangju Institute of Science and Technology (GIST), Gwangju, South Korea"],"affiliations":[{"raw_affiliation_string":"Gwangju Institute of Science and Technology (GIST),Gwangju,South Korea","institution_ids":["https://openalex.org/I39534123"]},{"raw_affiliation_string":"Gwangju Institute of Science and Technology (GIST), Gwangju, South Korea","institution_ids":["https://openalex.org/I39534123"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5083817509"],"corresponding_institution_ids":["https://openalex.org/I152238500"],"apc_list":null,"apc_paid":null,"fwci":1.2238,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.82512152,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"931","last_page":"932"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10201","display_name":"Speech Recognition and Synthesis","score":0.9991000294685364,"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"}},"topics":[{"id":"https://openalex.org/T10201","display_name":"Speech Recognition and Synthesis","score":0.9991000294685364,"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"}},{"id":"https://openalex.org/T10860","display_name":"Speech and Audio Processing","score":0.9983000159263611,"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/T10775","display_name":"Generative Adversarial Networks and Image Synthesis","score":0.9966999888420105,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7786458730697632},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.6887765526771545},{"id":"https://openalex.org/keywords/adversarial-system","display_name":"Adversarial system","score":0.639585018157959},{"id":"https://openalex.org/keywords/speech-synthesis","display_name":"Speech synthesis","score":0.49663811922073364},{"id":"https://openalex.org/keywords/quality","display_name":"Quality (philosophy)","score":0.49389392137527466},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4691818058490753},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.4571440517902374},{"id":"https://openalex.org/keywords/style","display_name":"Style (visual arts)","score":0.44353899359703064},{"id":"https://openalex.org/keywords/speech-processing","display_name":"Speech processing","score":0.4414907693862915},{"id":"https://openalex.org/keywords/transfer","display_name":"Transfer (computing)","score":0.4391889274120331}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7786458730697632},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.6887765526771545},{"id":"https://openalex.org/C37736160","wikidata":"https://www.wikidata.org/wiki/Q1801315","display_name":"Adversarial system","level":2,"score":0.639585018157959},{"id":"https://openalex.org/C14999030","wikidata":"https://www.wikidata.org/wiki/Q16346","display_name":"Speech synthesis","level":2,"score":0.49663811922073364},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.49389392137527466},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4691818058490753},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.4571440517902374},{"id":"https://openalex.org/C2776445246","wikidata":"https://www.wikidata.org/wiki/Q1792644","display_name":"Style (visual arts)","level":2,"score":0.44353899359703064},{"id":"https://openalex.org/C61328038","wikidata":"https://www.wikidata.org/wiki/Q3358061","display_name":"Speech processing","level":2,"score":0.4414907693862915},{"id":"https://openalex.org/C2776175482","wikidata":"https://www.wikidata.org/wiki/Q1195816","display_name":"Transfer (computing)","level":2,"score":0.4391889274120331},{"id":"https://openalex.org/C95457728","wikidata":"https://www.wikidata.org/wiki/Q309","display_name":"History","level":0,"score":0.0},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ccnc51644.2023.10060510","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ccnc51644.2023.10060510","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE 20th Consumer Communications &amp; Networking Conference (CCNC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Quality Education","score":0.5799999833106995,"id":"https://metadata.un.org/sdg/4"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":13,"referenced_works":["https://openalex.org/W2057609679","https://openalex.org/W2120605154","https://openalex.org/W2515028311","https://openalex.org/W2774848319","https://openalex.org/W2937579788","https://openalex.org/W2962793481","https://openalex.org/W2963539064","https://openalex.org/W3095936335","https://openalex.org/W3162512456","https://openalex.org/W3196667132","https://openalex.org/W6746801104","https://openalex.org/W6780218876","https://openalex.org/W6803547063"],"related_works":["https://openalex.org/W3013209356","https://openalex.org/W2164147372","https://openalex.org/W2550171623","https://openalex.org/W4253660971","https://openalex.org/W1909292483","https://openalex.org/W1480529103","https://openalex.org/W1658560081","https://openalex.org/W2114469767","https://openalex.org/W1428730622","https://openalex.org/W2146616055"],"abstract_inverted_index":{"Numerous":[0],"voice":[1,24,110],"conversion":[2,25],"techniques":[3],"using":[4],"non-parallel":[5],"data":[6],"have":[7],"been":[8],"presented.":[9],"Among":[10],"these,":[11],"there":[12],"are":[13],"many":[14],"algorithms":[15],"related":[16],"to":[17,95],"style":[18,32],"transfer.":[19],"This":[20],"is":[21,93],"because":[22],"the":[23,36,50,62,80,87,90,98,102,109,112,117],"problem":[26],"can":[27,41],"be":[28,42],"determined":[29],"as":[30,44],"a":[31],"transfer":[33],"problem,":[34],"where":[35],"linguistic":[37,118],"and":[38,46,58,101],"speaker":[39],"information":[40],"regarded":[43],"domains":[45],"styles,":[47],"respectively.":[48],"Here,":[49],"group":[51],"of":[52,64,89,97,111],"CycleGAN-VC":[53,65,81],"series":[54],"has":[55],"considerable":[56],"achievement,":[57],"thus":[59],"we":[60,72],"examine":[61],"feasibility":[63],"for":[66],"self-supervised":[67],"representations.":[68],"In":[69],"other":[70],"words,":[71],"incorporate":[73],"analysis":[74],"features":[75],"extracted":[76],"from":[77],"wav2vec":[78],"into":[79,108],"model.":[82],"Objective":[83],"experiments":[84],"showed":[85],"that":[86,96],"quality":[88],"converted":[91],"speech":[92,104,114],"comparable":[94],"original":[99],"speech,":[100],"source":[103],"was":[105],"successfully":[106],"transformed":[107],"target":[113],"while":[115],"preserving":[116],"information.":[119]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
