{"id":"https://openalex.org/W2808210343","doi":"https://doi.org/10.1109/taslp.2018.2872128","title":"Model-Based Speech Enhancement for Intelligibility Improvement in Binaural Hearing Aids","display_name":"Model-Based Speech Enhancement for Intelligibility Improvement in Binaural Hearing Aids","publication_year":2018,"publication_date":"2018-09-26","ids":{"openalex":"https://openalex.org/W2808210343","doi":"https://doi.org/10.1109/taslp.2018.2872128","mag":"2808210343"},"language":"en","primary_location":{"id":"doi:10.1109/taslp.2018.2872128","is_oa":false,"landing_page_url":"https://doi.org/10.1109/taslp.2018.2872128","pdf_url":null,"source":{"id":"https://openalex.org/S4210169297","display_name":"IEEE/ACM Transactions on Audio Speech and Language Processing","issn_l":"2329-9290","issn":["2329-9290","2329-9304"],"is_oa":false,"is_in_doaj":false,"is_core":true,"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":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE/ACM Transactions on Audio, Speech, and Language Processing","raw_type":"journal-article"},"type":"article","indexed_in":["arxiv","crossref","datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/1806.04885","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5060091792","display_name":"Mathew Shaji Kavalekalam","orcid":"https://orcid.org/0000-0003-3124-3008"},"institutions":[{"id":"https://openalex.org/I891191580","display_name":"Aalborg University","ror":"https://ror.org/04m5j1k67","country_code":"DK","type":"education","lineage":["https://openalex.org/I891191580"]}],"countries":["DK"],"is_corresponding":false,"raw_author_name":"Mathew Shaji Kavalekalam","raw_affiliation_strings":["Audio Analysis Lab, CREATE, Aalborg University, Aalborg, Denmark","Audio Analysis Lab, CREATE Aalborg University, Aalborg, Denmark"],"raw_orcid":"https://orcid.org/0000-0003-3124-3008","affiliations":[{"raw_affiliation_string":"Audio Analysis Lab, CREATE, Aalborg University, Aalborg, Denmark","institution_ids":["https://openalex.org/I891191580"]},{"raw_affiliation_string":"Audio Analysis Lab, CREATE Aalborg University, Aalborg, Denmark","institution_ids":["https://openalex.org/I891191580"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5088017609","display_name":"Jesper Kj\u00e6r Nielsen","orcid":"https://orcid.org/0000-0002-2586-7925"},"institutions":[{"id":"https://openalex.org/I891191580","display_name":"Aalborg University","ror":"https://ror.org/04m5j1k67","country_code":"DK","type":"education","lineage":["https://openalex.org/I891191580"]}],"countries":["DK"],"is_corresponding":false,"raw_author_name":"Jesper Kjar Nielsen","raw_affiliation_strings":["Audio Analysis Lab, CREATE, Aalborg University, Aalborg, Denmark","Audio Analysis Lab, CREATE Aalborg University, Aalborg, Denmark"],"raw_orcid":"https://orcid.org/0000-0002-2586-7925","affiliations":[{"raw_affiliation_string":"Audio Analysis Lab, CREATE, Aalborg University, Aalborg, Denmark","institution_ids":["https://openalex.org/I891191580"]},{"raw_affiliation_string":"Audio Analysis Lab, CREATE Aalborg University, Aalborg, Denmark","institution_ids":["https://openalex.org/I891191580"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5062766035","display_name":"Jesper B. Boldt","orcid":"https://orcid.org/0000-0002-1960-5777"},"institutions":[{"id":"https://openalex.org/I4210155671","display_name":"GN Store Nord (Denmark)","ror":"https://ror.org/04ck29617","country_code":"DK","type":"company","lineage":["https://openalex.org/I4210155671"]}],"countries":["DK"],"is_corresponding":false,"raw_author_name":"Jesper Bunsow Boldt","raw_affiliation_strings":["GN Hearing, Ballerup, Denmark"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"GN Hearing, Ballerup, Denmark","institution_ids":["https://openalex.org/I4210155671"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5026658144","display_name":"Mads Gr\u00e6sb\u00f8ll Christensen","orcid":"https://orcid.org/0000-0003-3586-7969"},"institutions":[{"id":"https://openalex.org/I891191580","display_name":"Aalborg University","ror":"https://ror.org/04m5j1k67","country_code":"DK","type":"education","lineage":["https://openalex.org/I891191580"]}],"countries":["DK"],"is_corresponding":false,"raw_author_name":"Mads Grasboll Christensen","raw_affiliation_strings":["Audio Analysis Lab, CREATE, Aalborg University, Aalborg, Denmark","Audio Analysis Lab, CREATE Aalborg University, Aalborg, Denmark"],"raw_orcid":"https://orcid.org/0000-0003-3586-7969","affiliations":[{"raw_affiliation_string":"Audio Analysis Lab, CREATE, Aalborg University, Aalborg, Denmark","institution_ids":["https://openalex.org/I891191580"]},{"raw_affiliation_string":"Audio Analysis Lab, CREATE Aalborg University, Aalborg, Denmark","institution_ids":["https://openalex.org/I891191580"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":3,"citation_normalized_percentile":{"value":0.06901442,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":"27","issue":"1","first_page":"99","last_page":"113"},"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/T10283","display_name":"Hearing Loss and Rehabilitation","score":0.9990000128746033,"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/T11233","display_name":"Advanced Adaptive Filtering Techniques","score":0.9983000159263611,"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/intelligibility","display_name":"Intelligibility (philosophy)","score":0.7966526746749878},{"id":"https://openalex.org/keywords/pesq","display_name":"PESQ","score":0.7702335119247437},{"id":"https://openalex.org/keywords/binaural-recording","display_name":"Binaural recording","score":0.7405250668525696},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7302889227867126},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.69691401720047},{"id":"https://openalex.org/keywords/speech-enhancement","display_name":"Speech enhancement","score":0.6336243748664856},{"id":"https://openalex.org/keywords/estimator","display_name":"Estimator","score":0.5192185044288635},{"id":"https://openalex.org/keywords/active-listening","display_name":"Active listening","score":0.5069406032562256},{"id":"https://openalex.org/keywords/hearing-aid","display_name":"Hearing aid","score":0.46575742959976196},{"id":"https://openalex.org/keywords/kalman-filter","display_name":"Kalman filter","score":0.4360595941543579},{"id":"https://openalex.org/keywords/noise-reduction","display_name":"Noise reduction","score":0.29950442910194397},{"id":"https://openalex.org/keywords/acoustics","display_name":"Acoustics","score":0.2523275315761566},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.18036100268363953},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.16687774658203125},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.09291177988052368},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.07621186971664429}],"concepts":[{"id":"https://openalex.org/C60048801","wikidata":"https://www.wikidata.org/wiki/Q1433889","display_name":"Intelligibility (philosophy)","level":2,"score":0.7966526746749878},{"id":"https://openalex.org/C103734657","wikidata":"https://www.wikidata.org/wiki/Q2739975","display_name":"PESQ","level":4,"score":0.7702335119247437},{"id":"https://openalex.org/C201247586","wikidata":"https://www.wikidata.org/wiki/Q5612967","display_name":"Binaural recording","level":2,"score":0.7405250668525696},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7302889227867126},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.69691401720047},{"id":"https://openalex.org/C2776182073","wikidata":"https://www.wikidata.org/wiki/Q7575395","display_name":"Speech enhancement","level":3,"score":0.6336243748664856},{"id":"https://openalex.org/C185429906","wikidata":"https://www.wikidata.org/wiki/Q1130160","display_name":"Estimator","level":2,"score":0.5192185044288635},{"id":"https://openalex.org/C177291462","wikidata":"https://www.wikidata.org/wiki/Q423038","display_name":"Active listening","level":2,"score":0.5069406032562256},{"id":"https://openalex.org/C2780801066","wikidata":"https://www.wikidata.org/wiki/Q323808","display_name":"Hearing aid","level":2,"score":0.46575742959976196},{"id":"https://openalex.org/C157286648","wikidata":"https://www.wikidata.org/wiki/Q846780","display_name":"Kalman filter","level":2,"score":0.4360595941543579},{"id":"https://openalex.org/C163294075","wikidata":"https://www.wikidata.org/wiki/Q581861","display_name":"Noise reduction","level":2,"score":0.29950442910194397},{"id":"https://openalex.org/C24890656","wikidata":"https://www.wikidata.org/wiki/Q82811","display_name":"Acoustics","level":1,"score":0.2523275315761566},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.18036100268363953},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.16687774658203125},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.09291177988052368},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.07621186971664429},{"id":"https://openalex.org/C46312422","wikidata":"https://www.wikidata.org/wiki/Q11024","display_name":"Communication","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/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0}],"mesh":[],"locations_count":5,"locations":[{"id":"doi:10.1109/taslp.2018.2872128","is_oa":false,"landing_page_url":"https://doi.org/10.1109/taslp.2018.2872128","pdf_url":null,"source":{"id":"https://openalex.org/S4210169297","display_name":"IEEE/ACM Transactions on Audio Speech and Language Processing","issn_l":"2329-9290","issn":["2329-9290","2329-9304"],"is_oa":false,"is_in_doaj":false,"is_core":true,"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":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE/ACM Transactions on Audio, Speech, and Language Processing","raw_type":"journal-article"},{"id":"pmh:oai:arXiv.org:1806.04885","is_oa":true,"landing_page_url":"http://arxiv.org/abs/1806.04885","pdf_url":"https://arxiv.org/pdf/1806.04885","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:pure.atira.dk:publications/c241c8e3-266f-435f-8b39-f95fa0952679","is_oa":true,"landing_page_url":"https://vbn.aau.dk/da/publications/c241c8e3-266f-435f-8b39-f95fa0952679","pdf_url":"https://vbn.aau.dk/files/306356859/Model_based_speech_enhancement_for_Intelligibility_improvement_in_binaural_hearing_aids.pdf","source":{"id":"https://openalex.org/S4306401731","display_name":"VBN Forskningsportal (Aalborg Universitet)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I891191580","host_organization_name":"Aalborg University","host_organization_lineage":["https://openalex.org/I891191580"],"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":"Kavalekalam , M S , Nielsen , J K , Boldt , J B & Christensen , M G 2019 , ' Model-based Speech Enhancement for Intelligibility Improvement in Binaural Hearing Aids ' , IEEE/ACM Transactions on Audio, Speech, and Language Processing , vol. 27 , no. 1 , 8472176 , pp. 99-113 . https://doi.org/10.1109/TASLP.2018.2872128","raw_type":"article"},{"id":"doi:10.48550/arxiv.1806.04885","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.1806.04885","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":"Preprint"},{"id":"mag:2808210343","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:1806.04885","is_oa":true,"landing_page_url":"http://arxiv.org/abs/1806.04885","pdf_url":"https://arxiv.org/pdf/1806.04885","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/16","display_name":"Peace, Justice and strong institutions","score":0.7900000214576721}],"awards":[{"id":"https://openalex.org/G2225149309","display_name":null,"funder_award_id":"99-2014-1","funder_id":"https://openalex.org/F4320313796","funder_display_name":"Innovationsfonden"}],"funders":[{"id":"https://openalex.org/F4320313796","display_name":"Innovationsfonden","ror":"https://ror.org/00daj4111"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":45,"referenced_works":["https://openalex.org/W210359992","https://openalex.org/W1572964346","https://openalex.org/W1663973292","https://openalex.org/W1920741591","https://openalex.org/W1966264494","https://openalex.org/W1986423218","https://openalex.org/W1989034586","https://openalex.org/W1989337816","https://openalex.org/W2005479302","https://openalex.org/W2009649672","https://openalex.org/W2015143272","https://openalex.org/W2030547026","https://openalex.org/W2039844283","https://openalex.org/W2042750879","https://openalex.org/W2058079016","https://openalex.org/W2075731813","https://openalex.org/W2101042021","https://openalex.org/W2104499707","https://openalex.org/W2109215269","https://openalex.org/W2125697172","https://openalex.org/W2131309056","https://openalex.org/W2132105090","https://openalex.org/W2134383396","https://openalex.org/W2139855421","https://openalex.org/W2140889287","https://openalex.org/W2141998673","https://openalex.org/W2143156057","https://openalex.org/W2148628165","https://openalex.org/W2151484683","https://openalex.org/W2153038597","https://openalex.org/W2159514726","https://openalex.org/W2172485033","https://openalex.org/W2403830142","https://openalex.org/W2535344757","https://openalex.org/W2550397165","https://openalex.org/W2560174002","https://openalex.org/W2570759978","https://openalex.org/W2576278524","https://openalex.org/W2607663647","https://openalex.org/W4206196235","https://openalex.org/W6634155618","https://openalex.org/W6675104328","https://openalex.org/W6680012447","https://openalex.org/W6703471520","https://openalex.org/W6728799604"],"related_works":["https://openalex.org/W2963490371","https://openalex.org/W2535344757","https://openalex.org/W2738829087","https://openalex.org/W2034593061","https://openalex.org/W1973447427","https://openalex.org/W2561435737","https://openalex.org/W2342521299","https://openalex.org/W2218483536","https://openalex.org/W2406113028","https://openalex.org/W2602037738","https://openalex.org/W2141998673","https://openalex.org/W2398813462","https://openalex.org/W894354618","https://openalex.org/W2473013907","https://openalex.org/W3135466646","https://openalex.org/W1934478182","https://openalex.org/W2753302890","https://openalex.org/W2804932038","https://openalex.org/W2809058357","https://openalex.org/W3013915614"],"abstract_inverted_index":{"Speech":[0],"intelligibility":[1,215,246],"is":[2,58,111,132],"often":[3],"severely":[4],"degraded":[5],"among":[6],"hearing":[7,23,206],"impaired":[8],"individuals":[9],"in":[10,32,183,212],"situations":[11],"such":[12,170],"as":[13,171],"the":[14,21,49,61,69,76,86,99,115,125,136,144,151,165,180,189,210,224,239,244],"cocktail":[15,190],"party":[16,191],"scenario.":[17,192],"The":[18,53,79,139,219],"performance":[19,211],"of":[20,81,88,164,188,203,214],"current":[22],"aid":[24],"technology":[25],"has":[26],"been":[27,176],"observed":[28],"to":[29,67,134,159,178,208,230,249],"be":[30],"limited":[31],"these":[33],"scenarios.":[34],"In":[35,104],"this":[36,105],"paper,":[37],"we":[38],"propose":[39],"a":[40,82,107,119,160,201,232],"binaural":[41,108],"speech":[42,50,70,90,101,241,245],"enhancement":[43,54,77,181],"framework":[44,55,182],"that":[45,64,223],"takes":[46],"into":[47,73],"consideration":[48],"production":[51,71],"model.":[52],"proposed":[56,112,140,225],"here":[57],"based":[59,123],"on":[60,124,200],"Kalman":[62,83],"filter":[63,84,166],"allows":[65],"us":[66],"take":[68],"dynamics":[72],"account":[74],"during":[75],"process.":[78],"usage":[80],"requires":[85],"estimation":[87,163],"clean":[89,100],"and":[91,98,118,128,146,155,173,216,243],"noise":[92],"short":[93],"term":[94],"predictor":[95],"(STP)":[96],"parameters,":[97,117],"pitch":[102,121,137,147],"parameters.":[103,138,167],"work,":[106],"codebook-based":[109],"method":[110,141],"for":[113,142],"estimating":[114,143],"STP":[116,145],"directional":[120],"estimator":[122],"harmonic":[126],"model":[127],"maximum":[129],"likelihood":[130],"principle":[131],"used":[133,177],"estimate":[135],"parameters":[148],"jointly":[149],"uses":[150],"information":[152],"from":[153],"left":[154],"right":[156],"ears,":[157],"leading":[158],"more":[161],"robust":[162],"Objective":[168],"measures":[169],"PESQ":[172],"STOI":[174],"have":[175,194],"evaluate":[179,209],"different":[184],"acoustic":[185],"scenarios":[186],"representative":[187],"We":[193],"also":[195],"conducted":[196],"subjective":[197],"listening":[198,220],"tests":[199,221],"set":[202],"nine":[204],"normal":[205],"subjects,":[207],"terms":[213],"quality":[217],"improvement.":[218],"show":[222],"algorithm,":[226],"even":[227],"with":[228],"access":[229],"only":[231],"single":[233],"channel":[234],"noisy":[235],"observation,":[236],"significantly":[237],"improves":[238],"overall":[240],"quality,":[242],"by":[247],"up":[248],"15":[250],"%.":[251]},"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":2}],"updated_date":"2026-07-15T18:14:33.161393","created_date":"2025-10-10T00:00:00"}