{"id":"https://openalex.org/W2987372735","doi":"https://doi.org/10.23919/eusipco.2019.8903121","title":"Multi-Microphone Speaker Separation based on Deep DOA Estimation","display_name":"Multi-Microphone Speaker Separation based on Deep DOA Estimation","publication_year":2019,"publication_date":"2019-09-01","ids":{"openalex":"https://openalex.org/W2987372735","doi":"https://doi.org/10.23919/eusipco.2019.8903121","mag":"2987372735"},"language":"en","primary_location":{"id":"doi:10.23919/eusipco.2019.8903121","is_oa":false,"landing_page_url":"https://doi.org/10.23919/eusipco.2019.8903121","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 27th European Signal Processing Conference (EUSIPCO)","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/A5080213609","display_name":"Shlomo E. Chazan","orcid":"https://orcid.org/0000-0002-6614-6112"},"institutions":[{"id":"https://openalex.org/I13955877","display_name":"Bar-Ilan University","ror":"https://ror.org/03kgsv495","country_code":"IL","type":"education","lineage":["https://openalex.org/I13955877"]}],"countries":["IL"],"is_corresponding":true,"raw_author_name":"Shlomo E. Chazan","raw_affiliation_strings":["Faculty of Engineering, Bar-Ilang University, Ramal-Gan, Israel"],"affiliations":[{"raw_affiliation_string":"Faculty of Engineering, Bar-Ilang University, Ramal-Gan, Israel","institution_ids":["https://openalex.org/I13955877"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5057955788","display_name":"Hodaya Hammer","orcid":null},"institutions":[{"id":"https://openalex.org/I13955877","display_name":"Bar-Ilan University","ror":"https://ror.org/03kgsv495","country_code":"IL","type":"education","lineage":["https://openalex.org/I13955877"]}],"countries":["IL"],"is_corresponding":false,"raw_author_name":"Hodaya Hammer","raw_affiliation_strings":["Faculty of Engineering, Bar-Ilang University, Ramal-Gan, Israel"],"affiliations":[{"raw_affiliation_string":"Faculty of Engineering, Bar-Ilang University, Ramal-Gan, Israel","institution_ids":["https://openalex.org/I13955877"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5022085824","display_name":"Gershon Hazan","orcid":null},"institutions":[{"id":"https://openalex.org/I13955877","display_name":"Bar-Ilan University","ror":"https://ror.org/03kgsv495","country_code":"IL","type":"education","lineage":["https://openalex.org/I13955877"]}],"countries":["IL"],"is_corresponding":false,"raw_author_name":"Gershon Hazan","raw_affiliation_strings":["Faculty of Engineering, Bar-Ilang University, Ramal-Gan, Israel"],"affiliations":[{"raw_affiliation_string":"Faculty of Engineering, Bar-Ilang University, Ramal-Gan, Israel","institution_ids":["https://openalex.org/I13955877"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005409420","display_name":"Jacob Goldberger","orcid":"https://orcid.org/0000-0002-2225-1914"},"institutions":[{"id":"https://openalex.org/I13955877","display_name":"Bar-Ilan University","ror":"https://ror.org/03kgsv495","country_code":"IL","type":"education","lineage":["https://openalex.org/I13955877"]}],"countries":["IL"],"is_corresponding":false,"raw_author_name":"Jacob Goldberger","raw_affiliation_strings":["Faculty of Engineering, Bar-Ilang University, Ramal-Gan, Israel"],"affiliations":[{"raw_affiliation_string":"Faculty of Engineering, Bar-Ilang University, Ramal-Gan, Israel","institution_ids":["https://openalex.org/I13955877"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5001052072","display_name":"Sharon Gannot","orcid":"https://orcid.org/0000-0002-2885-170X"},"institutions":[{"id":"https://openalex.org/I13955877","display_name":"Bar-Ilan University","ror":"https://ror.org/03kgsv495","country_code":"IL","type":"education","lineage":["https://openalex.org/I13955877"]}],"countries":["IL"],"is_corresponding":false,"raw_author_name":"Sharon Gannot","raw_affiliation_strings":["Faculty of Engineering, Bar-Ilang University, Ramal-Gan, Israel"],"affiliations":[{"raw_affiliation_string":"Faculty of Engineering, Bar-Ilang University, Ramal-Gan, Israel","institution_ids":["https://openalex.org/I13955877"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5080213609"],"corresponding_institution_ids":["https://openalex.org/I13955877"],"apc_list":null,"apc_paid":null,"fwci":3.5249,"has_fulltext":false,"cited_by_count":47,"citation_normalized_percentile":{"value":0.93854681,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"5"},"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/T11233","display_name":"Advanced Adaptive Filtering Techniques","score":0.998199999332428,"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"}},{"id":"https://openalex.org/T11309","display_name":"Music and Audio Processing","score":0.9965000152587891,"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":0.7361804246902466},{"id":"https://openalex.org/keywords/microphone","display_name":"Microphone","score":0.6870914101600647},{"id":"https://openalex.org/keywords/microphone-array","display_name":"Microphone array","score":0.6842920184135437},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.6691199541091919},{"id":"https://openalex.org/keywords/orthogonality","display_name":"Orthogonality","score":0.632966160774231},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.5858496427536011},{"id":"https://openalex.org/keywords/direction-of-arrival","display_name":"Direction of arrival","score":0.5058934092521667},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.4861714243888855},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.4739893972873688},{"id":"https://openalex.org/keywords/bin","display_name":"Bin","score":0.43820828199386597},{"id":"https://openalex.org/keywords/reverberation","display_name":"Reverberation","score":0.4312227666378021},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3911218047142029},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3907398581504822},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.36309754848480225},{"id":"https://openalex.org/keywords/acoustics","display_name":"Acoustics","score":0.20644903182983398},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.15938103199005127},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.09845569729804993},{"id":"https://openalex.org/keywords/antenna","display_name":"Antenna (radio)","score":0.09742096066474915}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7361804246902466},{"id":"https://openalex.org/C2778263558","wikidata":"https://www.wikidata.org/wiki/Q46384","display_name":"Microphone","level":3,"score":0.6870914101600647},{"id":"https://openalex.org/C2778806681","wikidata":"https://www.wikidata.org/wiki/Q907293","display_name":"Microphone array","level":4,"score":0.6842920184135437},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.6691199541091919},{"id":"https://openalex.org/C17137986","wikidata":"https://www.wikidata.org/wiki/Q215067","display_name":"Orthogonality","level":2,"score":0.632966160774231},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.5858496427536011},{"id":"https://openalex.org/C172051844","wikidata":"https://www.wikidata.org/wiki/Q5280438","display_name":"Direction of arrival","level":3,"score":0.5058934092521667},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.4861714243888855},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.4739893972873688},{"id":"https://openalex.org/C156273044","wikidata":"https://www.wikidata.org/wiki/Q4913766","display_name":"Bin","level":2,"score":0.43820828199386597},{"id":"https://openalex.org/C95851461","wikidata":"https://www.wikidata.org/wiki/Q468809","display_name":"Reverberation","level":2,"score":0.4312227666378021},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3911218047142029},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3907398581504822},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.36309754848480225},{"id":"https://openalex.org/C24890656","wikidata":"https://www.wikidata.org/wiki/Q82811","display_name":"Acoustics","level":1,"score":0.20644903182983398},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.15938103199005127},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.09845569729804993},{"id":"https://openalex.org/C21822782","wikidata":"https://www.wikidata.org/wiki/Q131214","display_name":"Antenna (radio)","level":2,"score":0.09742096066474915},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C68115822","wikidata":"https://www.wikidata.org/wiki/Q1068172","display_name":"Sound pressure","level":2,"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:10.23919/eusipco.2019.8903121","is_oa":false,"landing_page_url":"https://doi.org/10.23919/eusipco.2019.8903121","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 27th European Signal Processing Conference (EUSIPCO)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":33,"referenced_works":["https://openalex.org/W141203745","https://openalex.org/W285277413","https://openalex.org/W1522301498","https://openalex.org/W1901129140","https://openalex.org/W1982172017","https://openalex.org/W1987906574","https://openalex.org/W1996304098","https://openalex.org/W2024490156","https://openalex.org/W2095705004","https://openalex.org/W2117678320","https://openalex.org/W2221409856","https://openalex.org/W2291372403","https://openalex.org/W2460742184","https://openalex.org/W2502139158","https://openalex.org/W2568308529","https://openalex.org/W2750380122","https://openalex.org/W2750446090","https://openalex.org/W2771132365","https://openalex.org/W2885219692","https://openalex.org/W2891004713","https://openalex.org/W2892163332","https://openalex.org/W2899515918","https://openalex.org/W2900130877","https://openalex.org/W2918296821","https://openalex.org/W2962715207","https://openalex.org/W2964121744","https://openalex.org/W2964237233","https://openalex.org/W3139695047","https://openalex.org/W6631190155","https://openalex.org/W6639824700","https://openalex.org/W6674330103","https://openalex.org/W6756022608","https://openalex.org/W6756086276"],"related_works":["https://openalex.org/W4389082013","https://openalex.org/W2787115139","https://openalex.org/W2898655231","https://openalex.org/W2105446696","https://openalex.org/W2111794983","https://openalex.org/W4206220350","https://openalex.org/W2103419803","https://openalex.org/W1940685055","https://openalex.org/W1606167728","https://openalex.org/W4312120798"],"abstract_inverted_index":{"In":[0,51],"this":[1],"paper,":[2],"we":[3,54],"present":[4],"a":[5,37,48,56,62,74,129],"multi-microphone":[6],"speech":[7,28,106],"separation":[8,107],"algorithm":[9],"based":[10],"on":[11],"masking":[12],"inferred":[13],"from":[14,73],"the":[15,23,67,78,81,89,93,97,113,126,136,142,148],"speakers":[16],"direction":[17,103],"of":[18,27,69,77,80,152],"arrival":[19],"(DOA).":[20],"According":[21],"to":[22,65],"W-disjoint":[24],"orthogonality":[25],"property":[26],"signals,":[29],"each":[30,70],"time-frequency":[31],"(TF)":[32],"bin":[33,42,72],"is":[34,85,110,138],"dominated":[35],"by":[36,87,92,112,147],"single":[38,49],"speaker.":[39],"This":[40],"TF":[41,71],"can":[43],"therefore":[44],"be":[45],"associated":[46,95,140],"with":[47,61,96,141],"DOA.":[50],"our":[52,134],"procedure,":[53],"apply":[55,125],"deep":[57,102,117],"neural":[58],"network":[59],"(DNN)":[60],"U-net":[63],"architecture":[64],"infer":[66],"DOA":[68],"concatenated":[75],"set":[76],"spectra":[79],"microphone":[82,91],"signals.":[83],"Separation":[84],"obtained":[86],"multiplying":[88],"reference":[90],"masks":[94],"different":[98,149],"DOAs.":[99],"Our":[100],"proposed":[101],"estimation":[104],"for":[105],"(DDESS)":[108],"method":[109],"inspired":[111],"recent":[114],"advances":[115],"in":[116,128,133],"clustering":[118,127],"methods.":[119],"Unlike":[120],"already":[121],"established":[122],"methods":[123],"that":[124],"latent":[130],"embedded":[131],"space,":[132],"approach":[135],"embedding":[137],"closely":[139],"spatial":[143],"information,":[144],"as":[145],"manifested":[146],"speakers'":[150],"directions":[151],"arrival.":[153]},"counts_by_year":[{"year":2025,"cited_by_count":9},{"year":2024,"cited_by_count":8},{"year":2023,"cited_by_count":9},{"year":2022,"cited_by_count":9},{"year":2021,"cited_by_count":7},{"year":2020,"cited_by_count":5}],"updated_date":"2026-04-03T22:45:19.894376","created_date":"2025-10-10T00:00:00"}
