{"id":"https://openalex.org/W4386920696","doi":"https://doi.org/10.1109/iceict57916.2023.10245712","title":"Single-Channel Speech Enhancement with Conformer","display_name":"Single-Channel Speech Enhancement with Conformer","publication_year":2023,"publication_date":"2023-07-21","ids":{"openalex":"https://openalex.org/W4386920696","doi":"https://doi.org/10.1109/iceict57916.2023.10245712"},"language":"en","primary_location":{"id":"doi:10.1109/iceict57916.2023.10245712","doi":"https://doi.org/10.1109/iceict57916.2023.10245712","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iceict57916.2023.10245712","pdf_url":null,"source":{"id":"https://openalex.org/S4363607912","display_name":"IEEE International Conference on Electronic Information and Communication Technology (ICEICT)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE 6th International Conference on Electronic Information and Communication Technology (ICEICT)","raw_type":"proceedings-article"},"parent_works":[],"lineage":["https://openalex.org/W4386920696"],"child_works_count":0,"type":"conference-paper","is_traditional":true,"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":null,"display_name":"Haining Wang","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I18452120","display_name":"Yantai University","ror":"https://ror.org/01rp41m56","country_code":"CN","type":"education","lineage":["https://openalex.org/I18452120"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Haining Wang","raw_affiliation_strings":["School of Physics and Electronic Information, Yantai University,Yantai,Shandong Province,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Physics and Electronic Information, Yantai University,Yantai,Shandong Province,China","institution_ids":["https://openalex.org/I18452120"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101828087","display_name":"Ying Gao","orcid":"https://orcid.org/0009-0002-6403-4907","observed_orcids":["https://orcid.org/0009-0002-6403-4907","https://orcid.org/0000-0002-8816-010X","https://orcid.org/0009-0009-3031-619X"]},"institutions":[{"id":"https://openalex.org/I18452120","display_name":"Yantai University","ror":"https://ror.org/01rp41m56","country_code":"CN","type":"education","lineage":["https://openalex.org/I18452120"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ying Gao","raw_affiliation_strings":["School of Physics and Electronic Information, Yantai University,Yantai,Shandong Province,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Physics and Electronic Information, Yantai University,Yantai,Shandong Province,China","institution_ids":["https://openalex.org/I18452120"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5013788255","display_name":"Qing Qi Zhao","orcid":"https://orcid.org/0000-0002-9590-4285","observed_orcids":["https://orcid.org/0000-0002-9590-4285"]},"institutions":[{"id":"https://openalex.org/I18452120","display_name":"Yantai University","ror":"https://ror.org/01rp41m56","country_code":"CN","type":"education","lineage":["https://openalex.org/I18452120"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qing Zhao","raw_affiliation_strings":["School of Physics and Electronic Information, Yantai University,Yantai,Shandong Province,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Physics and Electronic Information, Yantai University,Yantai,Shandong Province,China","institution_ids":["https://openalex.org/I18452120"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100842303","display_name":"Shifeng Ou","orcid":"https://orcid.org/0009-0004-8814-7310","observed_orcids":["https://orcid.org/0009-0004-8814-7310"]},"institutions":[{"id":"https://openalex.org/I18452120","display_name":"Yantai University","ror":"https://ror.org/01rp41m56","country_code":"CN","type":"education","lineage":["https://openalex.org/I18452120"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shifeng Ou","raw_affiliation_strings":["School of Physics and Electronic Information, Yantai University,Yantai,Shandong Province,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Physics and Electronic Information, Yantai University,Yantai,Shandong Province,China","institution_ids":["https://openalex.org/I18452120"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I18452120"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.0,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"380","last_page":"385"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10860","display_name":"Speech and Audio Processing","score":0.9945999979972839,"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":0.9945999979972839,"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":0.005200000014156103,"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":9.999999747378752e-05,"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/single-channel-speech-enhancement","display_name":"single-channel speech enhancement","score":0.9900000095367432},{"id":"https://openalex.org/keywords/conformers","display_name":"conformational isomers","score":0.8980000019073486},{"id":"https://openalex.org/keywords/transformer","display_name":"transformer models","score":0.5139999985694885},{"id":"https://openalex.org/keywords/convolutional-transformer","display_name":"convolutional transformer","score":0.5740000009536743},{"id":"https://openalex.org/keywords/voicebank-demand","display_name":"VoiceBank-DEMAND","score":0.9610000252723694}],"concepts":[{"id":"https://openalex.org/C2776182073","wikidata":"https://www.wikidata.org/wiki/Q7575395","display_name":"Speech enhancement","level":3,"score":0.59855717420578},{"id":"https://openalex.org/C18705241","wikidata":"https://www.wikidata.org/wiki/Q1128023","display_name":"Conformational isomerism","level":3,"score":0.5604537725448608},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5522470474243164},{"id":"https://openalex.org/C127162648","wikidata":"https://www.wikidata.org/wiki/Q16858953","display_name":"Channel (broadcasting)","level":2,"score":0.5370636582374573},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.4436380863189697},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.22056975960731506},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.19243231415748596},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.14892196655273438},{"id":"https://openalex.org/C178790620","wikidata":"https://www.wikidata.org/wiki/Q11351","display_name":"Organic chemistry","level":1,"score":0.0},{"id":"https://openalex.org/C32909587","wikidata":"https://www.wikidata.org/wiki/Q11369","display_name":"Molecule","level":2,"score":0.0},{"id":"https://openalex.org/C163294075","wikidata":"https://www.wikidata.org/wiki/Q581861","display_name":"Noise reduction","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/iceict57916.2023.10245712","doi":"https://doi.org/10.1109/iceict57916.2023.10245712","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iceict57916.2023.10245712","pdf_url":null,"source":{"id":"https://openalex.org/S4363607912","display_name":"IEEE International Conference on Electronic Information and Communication Technology (ICEICT)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE 6th International Conference on Electronic Information and Communication Technology (ICEICT)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"study_designs":[],"awards":[{"id":"https://openalex.org/G8851785144","display_name":null,"funder_award_id":"ZR2022MF314","funder_id":"https://openalex.org/F4320324174","funder_display_name":"Natural Science Foundation of Shandong Province"}],"funders":[{"id":"https://openalex.org/F4320324174","display_name":"Natural Science Foundation of Shandong Province","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":30,"referenced_works":["https://openalex.org/W1552314771","https://openalex.org/W1983108229","https://openalex.org/W1995536493","https://openalex.org/W2044893557","https://openalex.org/W2064675550","https://openalex.org/W2094721231","https://openalex.org/W2109349638","https://openalex.org/W2133340843","https://openalex.org/W2141998673","https://openalex.org/W2144404214","https://openalex.org/W2149535104","https://openalex.org/W2600556233","https://openalex.org/W2626778328","https://openalex.org/W2654729393","https://openalex.org/W2802304149","https://openalex.org/W2889134433","https://openalex.org/W2902132730","https://openalex.org/W2943554574","https://openalex.org/W2943895317","https://openalex.org/W2970971581","https://openalex.org/W2991361823","https://openalex.org/W3016010032","https://openalex.org/W3096408984","https://openalex.org/W3097777922","https://openalex.org/W3161950572","https://openalex.org/W3163652268","https://openalex.org/W3163842642","https://openalex.org/W3198631594","https://openalex.org/W4253928870","https://openalex.org/W4320013936"],"related_works":["https://openalex.org/W4414605183","https://openalex.org/W4402787888","https://openalex.org/W7163878010","https://openalex.org/W4380083149","https://openalex.org/W4402112151","https://openalex.org/W4416873926","https://openalex.org/W4388820446","https://openalex.org/W4404590813","https://openalex.org/W4391873121","https://openalex.org/W4411022491"],"abstract_inverted_index":{"The":[0,74,94,112,128],"transformer":[1,34],"model":[2,25,43],"is":[3,44,77,97],"renowned":[4],"for":[5,28],"performing":[6],"well":[7],"in":[8,107,145],"the":[9,33,41,84,87,91,117,132,138],"field":[10],"of":[11,19,80,99,147],"natural":[12],"language":[13],"processing,":[14],"thanks":[15],"to":[16,37,62],"its":[17],"capability":[18],"extracting":[20],"global":[21,39],"features.":[22],"Initially,":[23],"conformer":[24,42,88,95,101,118],"was":[26],"proposed":[27,75,139],"separating":[29],"continuous":[30],"speech.":[31],"Inheriting":[32],"model's":[35],"ability":[36],"extract":[38,53],"features,":[40],"equipped":[45],"with":[46,56,120],"a":[47,64],"convolutional":[48],"layer":[49,96,119],"structure":[50],"that":[51,103,116,137],"can":[52],"local":[54],"features":[55],"more":[57],"efficacy.":[58],"This":[59],"study":[60],"aims":[61],"introduce":[63],"waveform-level":[65],"end-to-end":[66],"single-channel":[67],"speech":[68,125,148],"enhancement":[69,126,149],"approach":[70,76,140],"based":[71],"on":[72],"conformer.":[73],"made":[78],"up":[79],"three":[81],"distinct":[82],"components:":[83],"downsampling":[85],"layer,":[86,89],"and":[90,110],"upsampling":[92],"layer.":[93],"composed":[98],"multiple":[100],"blocks":[102],"leverage":[104],"residual":[105],"connections":[106,122],"both":[108],"parallel":[109],"series.":[111],"ablation":[113],"experiments":[114],"demonstrate":[115],"series-parallel":[121],"significantly":[123],"improves":[124],"performance.":[127,150],"experimental":[129],"results,":[130],"employing":[131],"VoiceBank-DEMAND":[133],"corpus":[134],"dataset,":[135],"indicate":[136],"outperforms":[141],"other":[142],"competing":[143],"techniques":[144],"terms":[146]},"counts_by_year":[],"updated_date":"2026-11-14T11:04:58.165337","created_date":"2023-09-22T00:00:00"}
