{"id":"https://openalex.org/W2294395226","doi":"https://doi.org/10.1109/embc.2015.7319552","title":"Comparison of speech envelope extraction methods for EEG-based auditory attention detection in a cocktail party scenario","display_name":"Comparison of speech envelope extraction methods for EEG-based auditory attention detection in a cocktail party scenario","publication_year":2015,"publication_date":"2015-08-01","ids":{"openalex":"https://openalex.org/W2294395226","doi":"https://doi.org/10.1109/embc.2015.7319552","mag":"2294395226","pmid":"https://pubmed.ncbi.nlm.nih.gov/26737452"},"language":"en","primary_location":{"id":"doi:10.1109/embc.2015.7319552","is_oa":false,"landing_page_url":"https://doi.org/10.1109/embc.2015.7319552","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://lirias.kuleuven.be/handle/123456789/503057","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5087706954","display_name":"Wouter Biesmans","orcid":null},"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":"Wouter Biesmans","raw_affiliation_strings":["Katholieke Universiteit Leuven, Leuven, Flanders, BE"],"affiliations":[{"raw_affiliation_string":"Katholieke Universiteit Leuven, Leuven, Flanders, BE","institution_ids":["https://openalex.org/I99464096"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5041184020","display_name":"Jonas Vanthornhout","orcid":"https://orcid.org/0000-0002-1503-599X"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Jonas Vanthornhout","raw_affiliation_strings":["Dept. of Neurosciences Exporl, Leuvcn, Belgium"],"affiliations":[{"raw_affiliation_string":"Dept. of Neurosciences Exporl, Leuvcn, Belgium","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5069178600","display_name":"Jan Wouters","orcid":"https://orcid.org/0000-0002-0093-698X"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Jan Wouters","raw_affiliation_strings":["Dept. of Neurosciences Exporl, Leuvcn, Belgium"],"affiliations":[{"raw_affiliation_string":"Dept. of Neurosciences Exporl, Leuvcn, Belgium","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5051849103","display_name":"Marc Moonen","orcid":"https://orcid.org/0000-0003-4461-0073"},"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":"Marc Moonen","raw_affiliation_strings":["Katholieke Universiteit Leuven, Leuven, Flanders, BE"],"affiliations":[{"raw_affiliation_string":"Katholieke Universiteit Leuven, Leuven, Flanders, BE","institution_ids":["https://openalex.org/I99464096"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5011655083","display_name":"Tom Francart","orcid":"https://orcid.org/0000-0001-9734-4261"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Tom Francart","raw_affiliation_strings":["Dept. of Neurosciences Exporl, Leuvcn, Belgium"],"affiliations":[{"raw_affiliation_string":"Dept. of Neurosciences Exporl, Leuvcn, Belgium","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5065884964","display_name":"Alexander Bertrand","orcid":"https://orcid.org/0000-0002-4827-8568"},"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":"Alexander Bertrand","raw_affiliation_strings":["Katholieke Universiteit Leuven, Leuven, Flanders, BE"],"affiliations":[{"raw_affiliation_string":"Katholieke Universiteit Leuven, Leuven, Flanders, BE","institution_ids":["https://openalex.org/I99464096"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5087706954"],"corresponding_institution_ids":["https://openalex.org/I99464096"],"apc_list":null,"apc_paid":null,"fwci":2.8954,"has_fulltext":false,"cited_by_count":27,"citation_normalized_percentile":{"value":0.91952035,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"2015","issue":null,"first_page":"5155","last_page":"5158"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10860","display_name":"Speech and Audio Processing","score":0.9997000098228455,"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":0.9997000098228455,"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/T10283","display_name":"Hearing Loss and Rehabilitation","score":0.9994000196456909,"subfield":{"id":"https://openalex.org/subfields/2805","display_name":"Cognitive Neuroscience"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T11447","display_name":"Blind Source Separation Techniques","score":0.9991999864578247,"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/envelope","display_name":"Envelope (radar)","score":0.7962661981582642},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.707319974899292},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7025169134140015},{"id":"https://openalex.org/keywords/envelope-detector","display_name":"Envelope detector","score":0.5764192342758179},{"id":"https://openalex.org/keywords/range","display_name":"Range (aeronautics)","score":0.4538508653640747},{"id":"https://openalex.org/keywords/electroencephalography","display_name":"Electroencephalography","score":0.43949997425079346},{"id":"https://openalex.org/keywords/extraction","display_name":"Extraction (chemistry)","score":0.4351543188095093},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.42241552472114563},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.36306315660476685},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.32225099205970764},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.1661657989025116},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.13644355535507202},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.0952807068824768},{"id":"https://openalex.org/keywords/bandwidth","display_name":"Bandwidth (computing)","score":0.05897945165634155}],"concepts":[{"id":"https://openalex.org/C65155139","wikidata":"https://www.wikidata.org/wiki/Q5380912","display_name":"Envelope (radar)","level":3,"score":0.7962661981582642},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.707319974899292},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7025169134140015},{"id":"https://openalex.org/C95676537","wikidata":"https://www.wikidata.org/wiki/Q1652250","display_name":"Envelope detector","level":4,"score":0.5764192342758179},{"id":"https://openalex.org/C204323151","wikidata":"https://www.wikidata.org/wiki/Q905424","display_name":"Range (aeronautics)","level":2,"score":0.4538508653640747},{"id":"https://openalex.org/C522805319","wikidata":"https://www.wikidata.org/wiki/Q179965","display_name":"Electroencephalography","level":2,"score":0.43949997425079346},{"id":"https://openalex.org/C4725764","wikidata":"https://www.wikidata.org/wiki/Q844704","display_name":"Extraction (chemistry)","level":2,"score":0.4351543188095093},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.42241552472114563},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.36306315660476685},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.32225099205970764},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.1661657989025116},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.13644355535507202},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0952807068824768},{"id":"https://openalex.org/C2776257435","wikidata":"https://www.wikidata.org/wiki/Q1576430","display_name":"Bandwidth (computing)","level":2,"score":0.05897945165634155},{"id":"https://openalex.org/C43617362","wikidata":"https://www.wikidata.org/wiki/Q170050","display_name":"Chromatography","level":1,"score":0.0},{"id":"https://openalex.org/C554190296","wikidata":"https://www.wikidata.org/wiki/Q47528","display_name":"Radar","level":2,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C194257627","wikidata":"https://www.wikidata.org/wiki/Q211554","display_name":"Amplifier","level":3,"score":0.0},{"id":"https://openalex.org/C146978453","wikidata":"https://www.wikidata.org/wiki/Q3798668","display_name":"Aerospace engineering","level":1,"score":0.0},{"id":"https://openalex.org/C118552586","wikidata":"https://www.wikidata.org/wiki/Q7867","display_name":"Psychiatry","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D001288","descriptor_name":"Attention","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001288","descriptor_name":"Attention","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001288","descriptor_name":"Attention","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D004569","descriptor_name":"Electroencephalography","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D004569","descriptor_name":"Electroencephalography","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D004569","descriptor_name":"Electroencephalography","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008297","descriptor_name":"Male","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008297","descriptor_name":"Male","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008297","descriptor_name":"Male","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012815","descriptor_name":"Signal Processing, Computer-Assisted","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D012815","descriptor_name":"Signal Processing, Computer-Assisted","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D012815","descriptor_name":"Signal Processing, Computer-Assisted","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D013060","descriptor_name":"Speech","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D013060","descriptor_name":"Speech","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D013060","descriptor_name":"Speech","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D013067","descriptor_name":"Speech Perception","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D013067","descriptor_name":"Speech Perception","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D013067","descriptor_name":"Speech Perception","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D033281","descriptor_name":"Nontherapeutic Human Experimentation","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D033281","descriptor_name":"Nontherapeutic Human Experimentation","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D033281","descriptor_name":"Nontherapeutic Human Experimentation","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":3,"locations":[{"id":"doi:10.1109/embc.2015.7319552","is_oa":false,"landing_page_url":"https://doi.org/10.1109/embc.2015.7319552","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)","raw_type":"proceedings-article"},{"id":"pmid:26737452","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/26737452","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference","raw_type":null},{"id":"pmh:oai:lirias2repo.kuleuven.be:123456789/503057","is_oa":true,"landing_page_url":"https://lirias.kuleuven.be/handle/123456789/503057","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":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":"EMBS 2015, Milan, Italy, August 2015","raw_type":"info:eu-repo/semantics/publishedVersion"}],"best_oa_location":{"id":"pmh:oai:lirias2repo.kuleuven.be:123456789/503057","is_oa":true,"landing_page_url":"https://lirias.kuleuven.be/handle/123456789/503057","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":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":"EMBS 2015, Milan, Italy, August 2015","raw_type":"info:eu-repo/semantics/publishedVersion"},"sustainable_development_goals":[{"display_name":"Peace, Justice and strong institutions","id":"https://metadata.un.org/sdg/16","score":0.800000011920929}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":11,"referenced_works":["https://openalex.org/W19178994","https://openalex.org/W132794973","https://openalex.org/W1989771497","https://openalex.org/W1997913619","https://openalex.org/W2037976268","https://openalex.org/W2068459848","https://openalex.org/W2118980133","https://openalex.org/W2132606418","https://openalex.org/W2138164020","https://openalex.org/W2158904676","https://openalex.org/W2171061694"],"related_works":["https://openalex.org/W218750754","https://openalex.org/W10254331","https://openalex.org/W1977098173","https://openalex.org/W2032664813","https://openalex.org/W2114310652","https://openalex.org/W2116544146","https://openalex.org/W2371462043","https://openalex.org/W4387006066","https://openalex.org/W2030528948","https://openalex.org/W2734859248"],"abstract_inverted_index":{"Recent":[0],"research":[1],"has":[2],"shown":[3],"that":[4,79,91],"it":[5],"is":[6,17,77],"possible":[7,37],"to":[8],"detect":[9],"which":[10],"of":[11,27,36,50,58,64,94],"two":[12],"simultaneous":[13],"speakers":[14],"a":[15,33,103],"person":[16],"attending":[18],"to,":[19],"using":[20],"brain":[21],"recordings":[22],"and":[23,69,90],"the":[24,28,48,62,73,92],"temporal":[25],"envelope":[26,43,52,81],"separate":[29],"speech":[30,42],"signals.":[31],"However,":[32],"wide":[34],"range":[35],"methods":[38,54],"for":[39],"extracting":[40],"this":[41],"exists.":[44],"This":[45],"paper":[46],"assesses":[47],"effect":[49],"different":[51],"extraction":[53,82],"with":[55,83],"varying":[56],"degrees":[57],"auditory":[59,65,98],"modelling":[60],"on":[61,72],"performance":[63],"attention":[66],"detection":[67,74],"(AAD),":[68],"more":[70,96],"specifically":[71],"accuracy.":[75],"It":[76],"found":[78],"sub-band":[80],"proper":[84],"power-law":[85],"compression":[86],"yields":[87],"best":[88],"performance,":[89],"use":[93],"several":[95],"detailed":[97],"models":[99],"does":[100],"not":[101],"yield":[102],"further":[104],"improvement":[105],"in":[106],"performance.":[107]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":4},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":3},{"year":2017,"cited_by_count":2},{"year":2016,"cited_by_count":5}],"updated_date":"2026-03-18T14:38:29.013473","created_date":"2025-10-10T00:00:00"}
