{"id":"https://openalex.org/W2749660340","doi":"https://doi.org/10.21437/interspeech.2017-754","title":"Improving Source Separation via Multi-Speaker Representations","display_name":"Improving Source Separation via Multi-Speaker Representations","publication_year":2017,"publication_date":"2017-08-16","ids":{"openalex":"https://openalex.org/W2749660340","doi":"https://doi.org/10.21437/interspeech.2017-754","mag":"2749660340"},"language":"en","primary_location":{"id":"doi:10.21437/interspeech.2017-754","is_oa":false,"landing_page_url":"https://doi.org/10.21437/interspeech.2017-754","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Interspeech 2017","raw_type":"proceedings-article"},"type":"preprint","indexed_in":["arxiv","crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/1708.08740","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5045500434","display_name":"Jeroen Zegers","orcid":"https://orcid.org/0000-0002-7098-7168"},"institutions":[{"id":"https://openalex.org/I99464096","display_name":"KU Leuven","ror":"https://ror.org/05f950310","country_code":"BE","type":"education","lineage":["https://openalex.org/I99464096"]}],"countries":["BE"],"is_corresponding":true,"raw_author_name":"Jeroen Zegers","raw_affiliation_strings":["KU Leuven, Dept. ESAT, Belgium"],"affiliations":[{"raw_affiliation_string":"KU Leuven, Dept. ESAT, Belgium","institution_ids":["https://openalex.org/I99464096"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5087514947","display_name":"Hugo Van hamme","orcid":"https://orcid.org/0000-0003-1331-5186"},"institutions":[{"id":"https://openalex.org/I99464096","display_name":"KU Leuven","ror":"https://ror.org/05f950310","country_code":"BE","type":"education","lineage":["https://openalex.org/I99464096"]}],"countries":["BE"],"is_corresponding":false,"raw_author_name":"Hugo Van hamme","raw_affiliation_strings":["KU Leuven, Dept. ESAT, Belgium"],"affiliations":[{"raw_affiliation_string":"KU Leuven, Dept. ESAT, Belgium","institution_ids":["https://openalex.org/I99464096"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5045500434"],"corresponding_institution_ids":["https://openalex.org/I99464096"],"apc_list":null,"apc_paid":null,"fwci":0.7476,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.71519377,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"1919","last_page":"1923"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10860","display_name":"Speech and Audio Processing","score":1.0,"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":1.0,"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":0.9995999932289124,"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":0.9987999796867371,"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":0.8283026814460754},{"id":"https://openalex.org/keywords/sort","display_name":"sort","score":0.6665081977844238},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.6619538068771362},{"id":"https://openalex.org/keywords/speaker-diarisation","display_name":"Speaker diarisation","score":0.6413857340812683},{"id":"https://openalex.org/keywords/a-priori-and-a-posteriori","display_name":"A priori and a posteriori","score":0.6185777187347412},{"id":"https://openalex.org/keywords/adaptation","display_name":"Adaptation (eye)","score":0.6044825911521912},{"id":"https://openalex.org/keywords/speaker-recognition","display_name":"Speaker recognition","score":0.581933856010437},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.5498573184013367},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.5461252331733704},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5358824133872986},{"id":"https://openalex.org/keywords/source-separation","display_name":"Source separation","score":0.4666832387447357},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.4493735134601593},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.12212345004081726}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8283026814460754},{"id":"https://openalex.org/C88548561","wikidata":"https://www.wikidata.org/wiki/Q347599","display_name":"sort","level":2,"score":0.6665081977844238},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.6619538068771362},{"id":"https://openalex.org/C149838564","wikidata":"https://www.wikidata.org/wiki/Q7574248","display_name":"Speaker diarisation","level":3,"score":0.6413857340812683},{"id":"https://openalex.org/C75553542","wikidata":"https://www.wikidata.org/wiki/Q178161","display_name":"A priori and a posteriori","level":2,"score":0.6185777187347412},{"id":"https://openalex.org/C139807058","wikidata":"https://www.wikidata.org/wiki/Q352374","display_name":"Adaptation (eye)","level":2,"score":0.6044825911521912},{"id":"https://openalex.org/C133892786","wikidata":"https://www.wikidata.org/wiki/Q1145189","display_name":"Speaker recognition","level":2,"score":0.581933856010437},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.5498573184013367},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5461252331733704},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5358824133872986},{"id":"https://openalex.org/C2776864781","wikidata":"https://www.wikidata.org/wiki/Q52617913","display_name":"Source separation","level":2,"score":0.4666832387447357},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.4493735134601593},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.12212345004081726},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","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/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","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},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"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/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.21437/interspeech.2017-754","is_oa":false,"landing_page_url":"https://doi.org/10.21437/interspeech.2017-754","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Interspeech 2017","raw_type":"proceedings-article"},{"id":"pmh:oai:arXiv.org:1708.08740","is_oa":true,"landing_page_url":"http://arxiv.org/abs/1708.08740","pdf_url":"https://arxiv.org/pdf/1708.08740","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":"pmh:oai:lirias2repo.kuleuven.be:123456789/587585","is_oa":true,"landing_page_url":"https://lirias.kuleuven.be/bitstream/123456789/587585/3/4239_final.pdf","pdf_url":null,"source":{"id":"https://openalex.org/S4306401954","display_name":"Lirias (KU Leuven)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I99464096","host_organization_name":"KU Leuven","host_organization_lineage":["https://openalex.org/I99464096"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Annual conference of the International Speech Communication Association (ISCA) - Interspeech 2017, Stockholm, Sweden, 20-24 August 2017","raw_type":"info:eu-repo/semantics/publishedVersion"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:1708.08740","is_oa":true,"landing_page_url":"http://arxiv.org/abs/1708.08740","pdf_url":"https://arxiv.org/pdf/1708.08740","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":[{"id":"https://metadata.un.org/sdg/4","display_name":"Quality Education","score":0.75}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":28,"referenced_works":["https://openalex.org/W165923638","https://openalex.org/W1522301498","https://openalex.org/W1790748249","https://openalex.org/W1989549063","https://openalex.org/W2010362084","https://openalex.org/W2015633636","https://openalex.org/W2031647436","https://openalex.org/W2056738732","https://openalex.org/W2078528584","https://openalex.org/W2079623482","https://openalex.org/W2087006792","https://openalex.org/W2094147890","https://openalex.org/W2094461119","https://openalex.org/W2127851351","https://openalex.org/W2146635662","https://openalex.org/W2150769028","https://openalex.org/W2160306971","https://openalex.org/W2168379380","https://openalex.org/W2221409856","https://openalex.org/W2271840356","https://openalex.org/W2296073425","https://openalex.org/W2315268655","https://openalex.org/W2344535577","https://openalex.org/W2344822617","https://openalex.org/W2460742184","https://openalex.org/W2558649592","https://openalex.org/W2962715207","https://openalex.org/W4298018175"],"related_works":["https://openalex.org/W2206035908","https://openalex.org/W4247736853","https://openalex.org/W2162158162","https://openalex.org/W1493012537","https://openalex.org/W1999004162","https://openalex.org/W2175373321","https://openalex.org/W2125642021","https://openalex.org/W1521049138","https://openalex.org/W2938358845","https://openalex.org/W2997340161"],"abstract_inverted_index":{"Copyright":[0],"\u00a9":[1],"2017":[2],"ISCA.":[3],"Lately":[4],"there":[5],"have":[6],"been":[7,38],"novel":[8],"developments":[9],"in":[10,29,40],"deep":[11],"learning":[12],"towards":[13],"solving":[14],"the":[15,30,41,54,66,78,119,122,129],"cocktail":[16],"party":[17],"problem.":[18,101],"Initial":[19],"results":[20,120],"are":[21,58,81,89,109],"very":[22],"promising":[23],"and":[24,86,99,107,124],"allow":[25],"for":[26,65],"more":[27],"research":[28],"domain.":[31],"One":[32],"technique":[33],"that":[34,56,114,125],"has":[35],"not":[36,82,132],"yet":[37],"explored":[39],"neural":[42],"network":[43,123,130],"approach":[44],"to":[45,60],"this":[46,72,137],"task":[47],"is":[48,75,93,131],"speaker":[49,67,73,79,139],"adaptation.":[50],"Intuitively,":[51],"information":[52,74,140],"on":[53],"speakers":[55,88],"we":[57],"trying":[59],"separate":[61],"seems":[62],"fundamentally":[63],"important":[64],"separation":[68],"task.":[69],"However,":[70],"retrieving":[71,136],"challenging":[76],"since":[77],"identities":[80],"known":[83],"a":[84],"priori":[85],"multiple":[87],"simultaneously":[90],"active.":[91],"There":[92],"thus":[94],"some":[95],"sort":[96],"of":[97,121,134],"chicken":[98],"egg":[100],"To":[102],"tackle":[103],"this,":[104],"source":[105],"signals":[106],"i-vectors":[108],"estimated":[110],"alternately.":[111],"We":[112],"show":[113],"blind":[115],"multi-speaker":[116],"adaptation":[117],"improves":[118],"(in":[126],"our":[127],"case)":[128],"capable":[133],"adequately":[135],"useful":[138],"itself.":[141]},"counts_by_year":[{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":1}],"updated_date":"2026-03-20T23:20:44.827607","created_date":"2025-10-10T00:00:00"}