{"id":"https://openalex.org/W3092111032","doi":"https://doi.org/10.1109/icassp39728.2021.9414044","title":"All For One And One For All: Improving Music Separation By Bridging Networks","display_name":"All For One And One For All: Improving Music Separation By Bridging Networks","publication_year":2021,"publication_date":"2021-05-13","ids":{"openalex":"https://openalex.org/W3092111032","doi":"https://doi.org/10.1109/icassp39728.2021.9414044","mag":"3092111032"},"language":"en","primary_location":{"id":"doi:10.1109/icassp39728.2021.9414044","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icassp39728.2021.9414044","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ICASSP 2021 - 2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)","raw_type":"proceedings-article"},"type":"preprint","indexed_in":["arxiv","crossref","datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/2010.04228","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5010892279","display_name":"Ryosuke Sawata","orcid":"https://orcid.org/0000-0003-3230-4335"},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Ryosuke Sawata","raw_affiliation_strings":["Sony Corporation,Tokyo,Japan","Sony Corporation Tokyo Japan"],"affiliations":[{"raw_affiliation_string":"Sony Corporation,Tokyo,Japan","institution_ids":[]},{"raw_affiliation_string":"Sony Corporation Tokyo Japan","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5010554448","display_name":"Stefan Uhlich","orcid":"https://orcid.org/0000-0003-3158-4945"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Stefan Uhlich","raw_affiliation_strings":["Sony Europe B.V.,Stuttgart,Germany"],"affiliations":[{"raw_affiliation_string":"Sony Europe B.V.,Stuttgart,Germany","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5104117184","display_name":"Shusuke Takahashi","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Shusuke Takahashi","raw_affiliation_strings":["Sony Corporation,Tokyo,Japan","Sony Corporation Tokyo Japan"],"affiliations":[{"raw_affiliation_string":"Sony Corporation,Tokyo,Japan","institution_ids":[]},{"raw_affiliation_string":"Sony Corporation Tokyo Japan","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5088754502","display_name":"Yuki Mitsufuji","orcid":"https://orcid.org/0000-0002-6806-6140"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Yuki Mitsufuji","raw_affiliation_strings":["Sony Corporation,Tokyo,Japan","Sony Corporation Tokyo Japan"],"affiliations":[{"raw_affiliation_string":"Sony Corporation,Tokyo,Japan","institution_ids":[]},{"raw_affiliation_string":"Sony Corporation Tokyo Japan","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5010892279"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.5388,"has_fulltext":true,"cited_by_count":10,"citation_normalized_percentile":{"value":0.82344253,"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":"51","last_page":"55"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10860","display_name":"Speech and Audio Processing","score":0.9998999834060669,"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":0.9998999834060669,"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/T11309","display_name":"Music and Audio Processing","score":0.9998000264167786,"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/T11233","display_name":"Advanced Adaptive Filtering Techniques","score":0.9973999857902527,"subfield":{"id":"https://openalex.org/subfields/2206","display_name":"Computational Mechanics"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7576569318771362},{"id":"https://openalex.org/keywords/inference","display_name":"Inference","score":0.7197577357292175},{"id":"https://openalex.org/keywords/bridging","display_name":"Bridging (networking)","score":0.6764349937438965},{"id":"https://openalex.org/keywords/representation","display_name":"Representation (politics)","score":0.5019423961639404},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.491387277841568},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.47594261169433594},{"id":"https://openalex.org/keywords/source-separation","display_name":"Source separation","score":0.44926947355270386},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.42383643984794617},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.3822707235813141},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.367750883102417},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.1474820077419281}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7576569318771362},{"id":"https://openalex.org/C2776214188","wikidata":"https://www.wikidata.org/wiki/Q408386","display_name":"Inference","level":2,"score":0.7197577357292175},{"id":"https://openalex.org/C174348530","wikidata":"https://www.wikidata.org/wiki/Q188635","display_name":"Bridging (networking)","level":2,"score":0.6764349937438965},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.5019423961639404},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.491387277841568},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.47594261169433594},{"id":"https://openalex.org/C2776864781","wikidata":"https://www.wikidata.org/wiki/Q52617913","display_name":"Source separation","level":2,"score":0.44926947355270386},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.42383643984794617},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.3822707235813141},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.367750883102417},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1474820077419281},{"id":"https://openalex.org/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","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/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0}],"mesh":[],"locations_count":5,"locations":[{"id":"doi:10.1109/icassp39728.2021.9414044","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icassp39728.2021.9414044","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ICASSP 2021 - 2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)","raw_type":"proceedings-article"},{"id":"pmh:oai:arXiv.org:2010.04228","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2010.04228","pdf_url":"https://arxiv.org/pdf/2010.04228","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},{"id":"doi:10.48550/arxiv.2010.04228","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2010.04228","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"article"},{"id":"doi:10.17023/vc4d-kt35","is_oa":true,"landing_page_url":"https://doi.org/10.17023/vc4d-kt35","pdf_url":null,"source":{"id":"https://openalex.org/S7407051697","display_name":"IEEE RESOURCE CENTERS","issn_l":null,"issn":[],"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":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"article"},{"id":"mag:3092111032","is_oa":false,"landing_page_url":null,"pdf_url":null,"source":null,"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":null}],"best_oa_location":{"id":"pmh:oai:arXiv.org:2010.04228","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2010.04228","pdf_url":"https://arxiv.org/pdf/2010.04228","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},"sustainable_development_goals":[{"display_name":"Quality Education","score":0.46000000834465027,"id":"https://metadata.un.org/sdg/4"}],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3092111032.pdf","grobid_xml":"https://content.openalex.org/works/W3092111032.grobid-xml"},"referenced_works_count":29,"referenced_works":["https://openalex.org/W1498436455","https://openalex.org/W1555814299","https://openalex.org/W1594771616","https://openalex.org/W1842657353","https://openalex.org/W2062710265","https://openalex.org/W2101926813","https://openalex.org/W2113990625","https://openalex.org/W2143027228","https://openalex.org/W2179490238","https://openalex.org/W2285559681","https://openalex.org/W2401104373","https://openalex.org/W2563534197","https://openalex.org/W2669032454","https://openalex.org/W2791336153","https://openalex.org/W2905649134","https://openalex.org/W2906042495","https://openalex.org/W2952218014","https://openalex.org/W2963750251","https://openalex.org/W2963992487","https://openalex.org/W2971458685","https://openalex.org/W2972411915","https://openalex.org/W2990594533","https://openalex.org/W3015753416","https://openalex.org/W3096159803","https://openalex.org/W4233045210","https://openalex.org/W4287632494","https://openalex.org/W6757632829","https://openalex.org/W6757668070","https://openalex.org/W6766320909"],"related_works":["https://openalex.org/W3179030250","https://openalex.org/W2981436548","https://openalex.org/W2963452667","https://openalex.org/W2990594533","https://openalex.org/W2990666817","https://openalex.org/W2972693890","https://openalex.org/W2995413548","https://openalex.org/W3163082873","https://openalex.org/W3015721817","https://openalex.org/W3035649488","https://openalex.org/W2467756818","https://openalex.org/W56570741","https://openalex.org/W2882984646","https://openalex.org/W3015843733","https://openalex.org/W3163618433","https://openalex.org/W2963237661","https://openalex.org/W2955959362","https://openalex.org/W2980624499","https://openalex.org/W2995233853","https://openalex.org/W2774097455"],"abstract_inverted_index":{"This":[0],"paper":[1],"proposes":[2],"several":[3],"improvements":[4],"for":[5,131],"music":[6,132],"separation":[7,95],"with":[8,149],"deep":[9],"neural":[10],"networks":[11],"(DNNs),":[12],"namely":[13],"a":[14,64,79,125],"multi-domain":[15],"loss":[16,82,101],"(MDL)":[17],"and":[18,32,62,85,109,127],"two":[19],"combination":[20,81],"schemes.":[21,141],"First,":[22],"by":[23,46,57,77,137],"using":[24,78],"MDL":[25,84],"we":[26,40,71],"take":[27],"advantage":[28],"of":[29,36,74,122,144],"the":[30,42,54,59,68,113,120],"frequency":[31],"time":[33],"domain":[34],"representation":[35],"audio":[37],"signals.":[38],"Next,":[39],"utilize":[41],"relationship":[43],"among":[44],"instruments":[45],"jointly":[47],"considering":[48],"them.":[49],"We":[50],"do":[51,110],"this":[52,150],"on":[53],"one":[55],"hand":[56],"modifying":[58],"network":[60],"architecture":[61],"introducing":[63],"CrossNet":[65],"structure.":[66],"On":[67],"other":[69],"hand,":[70],"consider":[72],"combinations":[73],"instrument":[75],"estimates":[76],"new":[80],"(CL).":[83],"CL":[86],"can":[87,134],"easily":[88],"be":[89,135],"applied":[90],"to":[91],"many":[92],"existing":[93],"DNN-based":[94],"methods":[96],"as":[97],"they":[98],"are":[99,104,146],"merely":[100],"functions":[102],"which":[103],"only":[105],"used":[106],"during":[107],"training":[108],"not":[111],"affect":[112],"inference":[114],"step.":[115],"Experimental":[116],"results":[117],"show":[118],"that":[119],"performance":[121],"Open-Unmix":[123],"(UMX),":[124],"well-known":[126],"state-of-the-art":[128],"open-source":[129],"library":[130],"separation,":[133],"improved":[136],"utilizing":[138],"our":[139],"above":[140],"Our":[142],"modifications":[143],"UMX":[145],"open-sourced":[147],"together":[148],"paper.":[151]},"counts_by_year":[{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":4},{"year":2021,"cited_by_count":1}],"updated_date":"2026-03-10T16:38:18.471706","created_date":"2025-10-10T00:00:00"}
