{"id":"https://openalex.org/W4312571647","doi":"https://doi.org/10.1109/iwaenc53105.2022.9914725","title":"Machine Learning for Parameter Estimation in the MBSTOI Binaural Intelligibility Metric","display_name":"Machine Learning for Parameter Estimation in the MBSTOI Binaural Intelligibility Metric","publication_year":2022,"publication_date":"2022-09-05","ids":{"openalex":"https://openalex.org/W4312571647","doi":"https://doi.org/10.1109/iwaenc53105.2022.9914725"},"language":"en","primary_location":{"id":"doi:10.1109/iwaenc53105.2022.9914725","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iwaenc53105.2022.9914725","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 International Workshop on Acoustic Signal Enhancement (IWAENC)","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/A5081687833","display_name":"Pierre Guiraud","orcid":null},"institutions":[{"id":"https://openalex.org/I47508984","display_name":"Imperial College London","ror":"https://ror.org/041kmwe10","country_code":"GB","type":"education","lineage":["https://openalex.org/I47508984"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Pierre Guiraud","raw_affiliation_strings":["Imperial College of London,Department of Electrical and Electronic Engineering,London,SW7 2AZ"],"affiliations":[{"raw_affiliation_string":"Imperial College of London,Department of Electrical and Electronic Engineering,London,SW7 2AZ","institution_ids":["https://openalex.org/I47508984"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072438406","display_name":"Alastair H. Moore","orcid":"https://orcid.org/0000-0001-8911-1601"},"institutions":[{"id":"https://openalex.org/I47508984","display_name":"Imperial College London","ror":"https://ror.org/041kmwe10","country_code":"GB","type":"education","lineage":["https://openalex.org/I47508984"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Alastair H. Moore","raw_affiliation_strings":["Imperial College of London,Department of Electrical and Electronic Engineering,London,SW7 2AZ"],"affiliations":[{"raw_affiliation_string":"Imperial College of London,Department of Electrical and Electronic Engineering,London,SW7 2AZ","institution_ids":["https://openalex.org/I47508984"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5003264223","display_name":"Rebecca R. Vos","orcid":null},"institutions":[{"id":"https://openalex.org/I47508984","display_name":"Imperial College London","ror":"https://ror.org/041kmwe10","country_code":"GB","type":"education","lineage":["https://openalex.org/I47508984"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Rebecca R. Vos","raw_affiliation_strings":["Imperial College of London,Department of Electrical and Electronic Engineering,London,SW7 2AZ"],"affiliations":[{"raw_affiliation_string":"Imperial College of London,Department of Electrical and Electronic Engineering,London,SW7 2AZ","institution_ids":["https://openalex.org/I47508984"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5016227729","display_name":"Patrick A. Naylor","orcid":"https://orcid.org/0000-0001-8546-8013"},"institutions":[{"id":"https://openalex.org/I47508984","display_name":"Imperial College London","ror":"https://ror.org/041kmwe10","country_code":"GB","type":"education","lineage":["https://openalex.org/I47508984"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Patrick A. Naylor","raw_affiliation_strings":["Imperial College of London,Department of Electrical and Electronic Engineering,London,SW7 2AZ"],"affiliations":[{"raw_affiliation_string":"Imperial College of London,Department of Electrical and Electronic Engineering,London,SW7 2AZ","institution_ids":["https://openalex.org/I47508984"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5004899548","display_name":"Mike Brookes","orcid":"https://orcid.org/0000-0001-7105-4936"},"institutions":[{"id":"https://openalex.org/I47508984","display_name":"Imperial College London","ror":"https://ror.org/041kmwe10","country_code":"GB","type":"education","lineage":["https://openalex.org/I47508984"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Mike Brookes","raw_affiliation_strings":["Imperial College of London,Department of Electrical and Electronic Engineering,London,SW7 2AZ"],"affiliations":[{"raw_affiliation_string":"Imperial College of London,Department of Electrical and Electronic Engineering,London,SW7 2AZ","institution_ids":["https://openalex.org/I47508984"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5081687833"],"corresponding_institution_ids":["https://openalex.org/I47508984"],"apc_list":null,"apc_paid":null,"fwci":0.2975,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.5283162,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":96},"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/T10283","display_name":"Hearing Loss and Rehabilitation","score":0.9995999932289124,"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/T10822","display_name":"Acoustic Wave Phenomena Research","score":0.9987000226974487,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical Engineering"},"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":0.8713672161102295},{"id":"https://openalex.org/keywords/binaural-recording","display_name":"Binaural recording","score":0.7748375535011292},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6298453211784363},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4766883850097656},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.4548211693763733}],"concepts":[{"id":"https://openalex.org/C60048801","wikidata":"https://www.wikidata.org/wiki/Q1433889","display_name":"Intelligibility (philosophy)","level":2,"score":0.8713672161102295},{"id":"https://openalex.org/C201247586","wikidata":"https://www.wikidata.org/wiki/Q5612967","display_name":"Binaural recording","level":2,"score":0.7748375535011292},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6298453211784363},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4766883850097656},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.4548211693763733},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/iwaenc53105.2022.9914725","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iwaenc53105.2022.9914725","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 International Workshop on Acoustic Signal Enhancement (IWAENC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G5125349196","display_name":null,"funder_award_id":"EP/S035842/1","funder_id":"https://openalex.org/F4320334627","funder_display_name":"Engineering and Physical Sciences Research Council"}],"funders":[{"id":"https://openalex.org/F4320334627","display_name":"Engineering and Physical Sciences Research Council","ror":"https://ror.org/0439y7842"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":23,"referenced_works":["https://openalex.org/W1986177448","https://openalex.org/W2043429285","https://openalex.org/W2092644348","https://openalex.org/W2141998673","https://openalex.org/W2144404214","https://openalex.org/W2147101913","https://openalex.org/W2271840356","https://openalex.org/W2463893821","https://openalex.org/W2465704452","https://openalex.org/W2516001803","https://openalex.org/W2749552851","https://openalex.org/W2810434345","https://openalex.org/W2944426940","https://openalex.org/W2963576912","https://openalex.org/W3016070314","https://openalex.org/W3103840368","https://openalex.org/W3127686677","https://openalex.org/W3163472112","https://openalex.org/W4212774754","https://openalex.org/W4233385860","https://openalex.org/W6694517276","https://openalex.org/W6766978945","https://openalex.org/W6789826613"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W2766995619","https://openalex.org/W4224270619","https://openalex.org/W2168148781","https://openalex.org/W1991848873","https://openalex.org/W2026165661","https://openalex.org/W2099651033","https://openalex.org/W2005888073","https://openalex.org/W2127461790","https://openalex.org/W2069324367"],"abstract_inverted_index":{"Speech":[0],"intelligibility":[1,12,18,63],"metrics":[2,64],"are":[3],"widely":[4],"used":[5,123],"as":[6,81],"a":[7,82,86,100,110],"replacement":[8],"for":[9,130],"lengthy,":[10],"in-person":[11],"tests.":[13],"The":[14,71,89],"short":[15],"time":[16],"objective":[17],"(STOI)":[19],"metric":[20,132],"and":[21,49,103,134],"the":[22,38,41,57,115],"more":[23],"recent":[24,42],"modified":[25],"binaural":[26],"STOI":[27],"(MBSTOI),":[28],"have":[29],"proven":[30],"to":[31,56,66,124],"be":[32],"reliable":[33],"in":[34,107],"many":[35,60],"situations.":[36],"At":[37],"same":[39],"time,":[40],"wider":[43],"accessibility":[44],"of":[45,59,95,109,118],"machine":[46],"learning":[47,51],"(ML)":[48],"deep":[50,72],"(DL)":[52],"models":[53],"has":[54],"lead":[55],"creation":[58],"ML":[61,120],"based":[62],"hoping":[65],"further":[67],"improve":[68],"such":[69],"metrics.":[70],"equalisation":[73],"cancellation":[74],"MBSTOI":[75,96],"model":[76,102],"(DEC-MBSTOI)":[77],"is":[78,97,121,137],"here":[79,122],"presented":[80],"first":[83],"step":[84],"toward":[85],"hybrid":[87],"format.":[88],"lengthy":[90],"Equalisation":[91],"Cancellation":[92],"(EC)":[93],"stage":[94,117],"replaced":[98],"by":[99],"DL":[101],"its":[104],"performance":[105,136],"assessed":[106],"terms":[108],"sensitivity":[111],"analysis":[112],"performed":[113],"on":[114],"EC":[116],"MB-STOI.":[119],"solve":[125],"an":[126],"arguably":[127],"simple":[128],"problem":[129],"accurate":[131],"reproduction":[133],"good":[135],"observed.":[138]},"counts_by_year":[{"year":2023,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}