{"id":"https://openalex.org/W4309156407","doi":"https://doi.org/10.1109/apcc55198.2022.9943789","title":"Proposal and experimental results of a method for removing mixed voice using U-Net","display_name":"Proposal and experimental results of a method for removing mixed voice using U-Net","publication_year":2022,"publication_date":"2022-10-19","ids":{"openalex":"https://openalex.org/W4309156407","doi":"https://doi.org/10.1109/apcc55198.2022.9943789"},"language":"en","primary_location":{"id":"doi:10.1109/apcc55198.2022.9943789","is_oa":false,"landing_page_url":"https://doi.org/10.1109/apcc55198.2022.9943789","pdf_url":null,"source":{"id":"https://openalex.org/S4363608215","display_name":"2022 27th Asia Pacific Conference on Communications (APCC)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 27th Asia Pacific Conference on Communications (APCC)","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/A5100627435","display_name":"Jian Lin","orcid":"https://orcid.org/0000-0003-3379-9173"},"institutions":[{"id":"https://openalex.org/I182069643","display_name":"Kanagawa Institute of Technology","ror":"https://ror.org/007gj5v75","country_code":"JP","type":"education","lineage":["https://openalex.org/I182069643"]}],"countries":["JP"],"is_corresponding":true,"raw_author_name":"Jian Lin","raw_affiliation_strings":["Kanagawa Institute of Technology,Dept. of Information and Computer Sciences,Atsugi,Japan","Dept. of Information and Computer Sciences, Kanagawa Institute of Technology, Atsugi, Japan"],"affiliations":[{"raw_affiliation_string":"Kanagawa Institute of Technology,Dept. of Information and Computer Sciences,Atsugi,Japan","institution_ids":["https://openalex.org/I182069643"]},{"raw_affiliation_string":"Dept. of Information and Computer Sciences, Kanagawa Institute of Technology, Atsugi, Japan","institution_ids":["https://openalex.org/I182069643"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5015772395","display_name":"Shota Sano","orcid":null},"institutions":[{"id":"https://openalex.org/I182069643","display_name":"Kanagawa Institute of Technology","ror":"https://ror.org/007gj5v75","country_code":"JP","type":"education","lineage":["https://openalex.org/I182069643"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Shota Sano","raw_affiliation_strings":["Kanagawa Institute of Technology,Graduate School of Engineering,Atsugi,Japan","Graduate School of Engineering, Kanagawa Institute of Technology, Atsugi, Japan"],"affiliations":[{"raw_affiliation_string":"Kanagawa Institute of Technology,Graduate School of Engineering,Atsugi,Japan","institution_ids":["https://openalex.org/I182069643"]},{"raw_affiliation_string":"Graduate School of Engineering, Kanagawa Institute of Technology, Atsugi, Japan","institution_ids":["https://openalex.org/I182069643"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5080574864","display_name":"Taiga Watanabe","orcid":null},"institutions":[{"id":"https://openalex.org/I182069643","display_name":"Kanagawa Institute of Technology","ror":"https://ror.org/007gj5v75","country_code":"JP","type":"education","lineage":["https://openalex.org/I182069643"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Taiga Watanabe","raw_affiliation_strings":["Kanagawa Institute of Technology,Dept. of Information and Computer Sciences,Atsugi,Japan","Dept. of Information and Computer Sciences, Kanagawa Institute of Technology, Atsugi, Japan"],"affiliations":[{"raw_affiliation_string":"Kanagawa Institute of Technology,Dept. of Information and Computer Sciences,Atsugi,Japan","institution_ids":["https://openalex.org/I182069643"]},{"raw_affiliation_string":"Dept. of Information and Computer Sciences, Kanagawa Institute of Technology, Atsugi, Japan","institution_ids":["https://openalex.org/I182069643"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5066495721","display_name":"Yuusuke Kawakita","orcid":"https://orcid.org/0000-0002-0169-6228"},"institutions":[{"id":"https://openalex.org/I182069643","display_name":"Kanagawa Institute of Technology","ror":"https://ror.org/007gj5v75","country_code":"JP","type":"education","lineage":["https://openalex.org/I182069643"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Yuusuke Kawakita","raw_affiliation_strings":["Kanagawa Institute of Technology,Dept. of Information and Computer Sciences,Atsugi,Japan","Dept. of Information and Computer Sciences, Kanagawa Institute of Technology, Atsugi, Japan"],"affiliations":[{"raw_affiliation_string":"Kanagawa Institute of Technology,Dept. of Information and Computer Sciences,Atsugi,Japan","institution_ids":["https://openalex.org/I182069643"]},{"raw_affiliation_string":"Dept. of Information and Computer Sciences, Kanagawa Institute of Technology, Atsugi, Japan","institution_ids":["https://openalex.org/I182069643"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5077488472","display_name":"Tsuyoshi Miyazaki","orcid":"https://orcid.org/0000-0003-3534-4404"},"institutions":[{"id":"https://openalex.org/I182069643","display_name":"Kanagawa Institute of Technology","ror":"https://ror.org/007gj5v75","country_code":"JP","type":"education","lineage":["https://openalex.org/I182069643"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Tsuyoshi Miyazaki","raw_affiliation_strings":["Kanagawa Institute of Technology,Dept. of Information and Computer Sciences,Atsugi,Japan","Dept. of Information and Computer Sciences, Kanagawa Institute of Technology, Atsugi, Japan"],"affiliations":[{"raw_affiliation_string":"Kanagawa Institute of Technology,Dept. of Information and Computer Sciences,Atsugi,Japan","institution_ids":["https://openalex.org/I182069643"]},{"raw_affiliation_string":"Dept. of Information and Computer Sciences, Kanagawa Institute of Technology, Atsugi, Japan","institution_ids":["https://openalex.org/I182069643"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101700467","display_name":"Hiroshi Tanaka","orcid":"https://orcid.org/0000-0001-8951-0813"},"institutions":[{"id":"https://openalex.org/I182069643","display_name":"Kanagawa Institute of Technology","ror":"https://ror.org/007gj5v75","country_code":"JP","type":"education","lineage":["https://openalex.org/I182069643"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Hiroshi Tanaka","raw_affiliation_strings":["Kanagawa Institute of Technology,Dept. of Information and Computer Sciences,Atsugi,Japan","Dept. of Information and Computer Sciences, Kanagawa Institute of Technology, Atsugi, Japan"],"affiliations":[{"raw_affiliation_string":"Kanagawa Institute of Technology,Dept. of Information and Computer Sciences,Atsugi,Japan","institution_ids":["https://openalex.org/I182069643"]},{"raw_affiliation_string":"Dept. of Information and Computer Sciences, Kanagawa Institute of Technology, Atsugi, Japan","institution_ids":["https://openalex.org/I182069643"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5100627435"],"corresponding_institution_ids":["https://openalex.org/I182069643"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.09984202,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"101","last_page":"102"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10860","display_name":"Speech and Audio Processing","score":0.9995999932289124,"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/T10860","display_name":"Speech and Audio Processing","score":0.9995999932289124,"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":0.9933000206947327,"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/T11309","display_name":"Music and Audio Processing","score":0.9901999831199646,"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":0.6675634384155273},{"id":"https://openalex.org/keywords/noise","display_name":"Noise (video)","score":0.6617435216903687},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.5772615075111389},{"id":"https://openalex.org/keywords/voice-analysis","display_name":"Voice analysis","score":0.4856623411178589},{"id":"https://openalex.org/keywords/short-time-fourier-transform","display_name":"Short-time Fourier transform","score":0.46411946415901184},{"id":"https://openalex.org/keywords/mixing","display_name":"Mixing (physics)","score":0.4604004919528961},{"id":"https://openalex.org/keywords/volume","display_name":"Volume (thermodynamics)","score":0.4254567325115204},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3995567560195923},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.39000314474105835},{"id":"https://openalex.org/keywords/fourier-transform","display_name":"Fourier transform","score":0.21460506319999695},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.13064992427825928},{"id":"https://openalex.org/keywords/fourier-analysis","display_name":"Fourier analysis","score":0.08754652738571167}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6675634384155273},{"id":"https://openalex.org/C99498987","wikidata":"https://www.wikidata.org/wiki/Q2210247","display_name":"Noise (video)","level":3,"score":0.6617435216903687},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.5772615075111389},{"id":"https://openalex.org/C182964821","wikidata":"https://www.wikidata.org/wiki/Q7939498","display_name":"Voice analysis","level":2,"score":0.4856623411178589},{"id":"https://openalex.org/C166386157","wikidata":"https://www.wikidata.org/wiki/Q1477735","display_name":"Short-time Fourier transform","level":4,"score":0.46411946415901184},{"id":"https://openalex.org/C138777275","wikidata":"https://www.wikidata.org/wiki/Q6884054","display_name":"Mixing (physics)","level":2,"score":0.4604004919528961},{"id":"https://openalex.org/C20556612","wikidata":"https://www.wikidata.org/wiki/Q4469374","display_name":"Volume (thermodynamics)","level":2,"score":0.4254567325115204},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3995567560195923},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.39000314474105835},{"id":"https://openalex.org/C102519508","wikidata":"https://www.wikidata.org/wiki/Q6520159","display_name":"Fourier transform","level":2,"score":0.21460506319999695},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.13064992427825928},{"id":"https://openalex.org/C203024314","wikidata":"https://www.wikidata.org/wiki/Q1365258","display_name":"Fourier analysis","level":3,"score":0.08754652738571167},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/apcc55198.2022.9943789","is_oa":false,"landing_page_url":"https://doi.org/10.1109/apcc55198.2022.9943789","pdf_url":null,"source":{"id":"https://openalex.org/S4363608215","display_name":"2022 27th Asia Pacific Conference on Communications (APCC)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 27th Asia Pacific Conference on Communications (APCC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":3,"referenced_works":["https://openalex.org/W2069432516","https://openalex.org/W2493111484","https://openalex.org/W6633261134"],"related_works":["https://openalex.org/W2008311543","https://openalex.org/W2802845977","https://openalex.org/W2078793534","https://openalex.org/W2318109418","https://openalex.org/W2120847449","https://openalex.org/W1967908900","https://openalex.org/W2603569513","https://openalex.org/W2898292629","https://openalex.org/W4400978960","https://openalex.org/W4289829928"],"abstract_inverted_index":{"The":[0],"mixing":[1],"of":[2,26,34,42,52],"other":[3],"people's":[4],"voices":[5],"in":[6],"daily":[7],"conversations":[8],"and":[9,49,56,74,84,105],"remote":[10],"meetings":[11],"causes":[12],"a":[13,50,64],"large":[14],"obstacle":[15],"to":[16,23,39],"the":[17,27,32,40,43,54,57,69,75,80,86,96,102,110,114,117],"voice":[18,33,41,81,106],"that":[19],"you":[20],"originally":[21],"want":[22],"hear,":[24],"regardless":[25],"volume.":[28],"In":[29],"this":[30],"paper,":[31],"another":[35],"specific":[36],"speaker":[37,44],"added":[38],"is":[45],"regarded":[46],"as":[47],"noise,":[48],"method":[51],"removing":[53,68],"noise":[55,71,87],"experimental":[58],"result":[59],"are":[60],"shown.":[61],"We":[62],"created":[63],"learning":[65],"model":[66],"for":[67],"mixed":[70,89],"using":[72],"U-Net":[73],"data":[76,82,107],"obtained":[77,108],"by":[78,93,100,109],"converting":[79],"before":[83,116],"after":[85],"was":[88,98],"into":[90],"an":[91],"image":[92,103],"STFT.":[94],"Then,":[95],"effect":[97],"confirmed":[99],"comparing":[101],"data,":[104],"reverse":[111],"STFT":[112],"with":[113],"ones":[115],"removal.":[118]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
