{"id":"https://openalex.org/W4392901771","doi":"https://doi.org/10.1109/taslp.2024.3378099","title":"How to Train Your Ears: Auditory-Model Emulation for Large-Dynamic-Range Inputs and Mild-to-Severe Hearing Losses","display_name":"How to Train Your Ears: Auditory-Model Emulation for Large-Dynamic-Range Inputs and Mild-to-Severe Hearing Losses","publication_year":2024,"publication_date":"2024-01-01","ids":{"openalex":"https://openalex.org/W4392901771","doi":"https://doi.org/10.1109/taslp.2024.3378099"},"language":"en","primary_location":{"id":"doi:10.1109/taslp.2024.3378099","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/taslp.2024.3378099","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"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/2403.10428","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5094178740","display_name":"Peter Leer","orcid":"https://orcid.org/0009-0008-0493-6822"},"institutions":[{"id":"https://openalex.org/I4210130492","display_name":"Oticon Medical (Denmark)","ror":"https://ror.org/03c5ds320","country_code":"DK","type":"company","lineage":["https://openalex.org/I4210130492"]}],"countries":["DK"],"is_corresponding":false,"raw_author_name":"Peter Leer","raw_affiliation_strings":["Eriksholm Research Centre, Snekkersten, Denmark"],"raw_orcid":"https://orcid.org/0009-0008-0493-6822","affiliations":[{"raw_affiliation_string":"Eriksholm Research Centre, Snekkersten, Denmark","institution_ids":["https://openalex.org/I4210130492"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101679595","display_name":"Jesper Jensen","orcid":"https://orcid.org/0000-0003-1478-622X"},"institutions":[{"id":"https://openalex.org/I4210091381","display_name":"William Demant Holding (Denmark)","ror":"https://ror.org/00an7pj80","country_code":"DK","type":"company","lineage":["https://openalex.org/I4210091381"]}],"countries":["DK"],"is_corresponding":false,"raw_author_name":"Jesper Jensen","raw_affiliation_strings":["Demant A/S, Smørum, Denmark"],"raw_orcid":"https://orcid.org/0000-0003-1478-622X","affiliations":[{"raw_affiliation_string":"Demant A/S, Smørum, Denmark","institution_ids":["https://openalex.org/I4210091381"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5090108098","display_name":"Zheng\u2010Hua Tan","orcid":"https://orcid.org/0000-0001-6856-8928"},"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":"Zheng-Hua Tan","raw_affiliation_strings":["Department of Electronic Systems, Aalborg University, Aalborg Øst, Denmark"],"raw_orcid":"https://orcid.org/0000-0001-6856-8928","affiliations":[{"raw_affiliation_string":"Department of Electronic Systems, Aalborg University, Aalborg Øst, Denmark","institution_ids":["https://openalex.org/I891191580"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023894109","display_name":"Jan \u00d8stergaard","orcid":"https://orcid.org/0000-0002-3724-6114"},"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":"Jan \u00d8stergaard","raw_affiliation_strings":["Department of Electronic Systems, Aalborg University, Aalborg Øst, Denmark"],"raw_orcid":"https://orcid.org/0000-0002-3724-6114","affiliations":[{"raw_affiliation_string":"Department of Electronic Systems, Aalborg University, Aalborg Øst, Denmark","institution_ids":["https://openalex.org/I891191580"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5017911969","display_name":"Lars Bramsl\u00f8w","orcid":"https://orcid.org/0000-0002-4963-2629"},"institutions":[{"id":"https://openalex.org/I4210130492","display_name":"Oticon Medical (Denmark)","ror":"https://ror.org/03c5ds320","country_code":"DK","type":"company","lineage":["https://openalex.org/I4210130492"]}],"countries":["DK"],"is_corresponding":false,"raw_author_name":"Lars Bramsl\u00f8w","raw_affiliation_strings":["Eriksholm Research Centre, Snekkersten, Denmark"],"raw_orcid":"https://orcid.org/0000-0002-4963-2629","affiliations":[{"raw_affiliation_string":"Eriksholm Research Centre, Snekkersten, Denmark","institution_ids":["https://openalex.org/I4210130492"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.8152,"has_fulltext":true,"cited_by_count":3,"citation_normalized_percentile":{"value":0.68282691,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":98},"biblio":{"volume":"32","issue":null,"first_page":"2006","last_page":"2020"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10283","display_name":"Hearing Loss and Rehabilitation","score":1.0,"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"}},"topics":[{"id":"https://openalex.org/T10283","display_name":"Hearing Loss and Rehabilitation","score":1.0,"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/T10334","display_name":"Hearing, Cochlea, Tinnitus, Genetics","score":0.9991999864578247,"subfield":{"id":"https://openalex.org/subfields/2809","display_name":"Sensory Systems"},"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":0.9987999796867371,"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/computer-science","display_name":"Computer science","score":0.7617045640945435},{"id":"https://openalex.org/keywords/emulation","display_name":"Emulation","score":0.7382737994194031},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.5046349763870239},{"id":"https://openalex.org/keywords/inference","display_name":"Inference","score":0.48628437519073486},{"id":"https://openalex.org/keywords/signal-processing","display_name":"Signal processing","score":0.45483726263046265},{"id":"https://openalex.org/keywords/auditory-system","display_name":"Auditory system","score":0.44676318764686584},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.4321596026420593},{"id":"https://openalex.org/keywords/signal","display_name":"SIGNAL (programming language)","score":0.4264163076877594},{"id":"https://openalex.org/keywords/hearing-aid","display_name":"Hearing aid","score":0.42523249983787537},{"id":"https://openalex.org/keywords/range","display_name":"Range (aeronautics)","score":0.41619035601615906},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.30224424600601196},{"id":"https://openalex.org/keywords/digital-signal-processing","display_name":"Digital signal processing","score":0.194548100233078},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.1096271276473999}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7617045640945435},{"id":"https://openalex.org/C149810388","wikidata":"https://www.wikidata.org/wiki/Q5374873","display_name":"Emulation","level":2,"score":0.7382737994194031},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.5046349763870239},{"id":"https://openalex.org/C2776214188","wikidata":"https://www.wikidata.org/wiki/Q408386","display_name":"Inference","level":2,"score":0.48628437519073486},{"id":"https://openalex.org/C104267543","wikidata":"https://www.wikidata.org/wiki/Q208163","display_name":"Signal processing","level":3,"score":0.45483726263046265},{"id":"https://openalex.org/C2777443451","wikidata":"https://www.wikidata.org/wiki/Q821413","display_name":"Auditory system","level":2,"score":0.44676318764686584},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.4321596026420593},{"id":"https://openalex.org/C2779843651","wikidata":"https://www.wikidata.org/wiki/Q7390335","display_name":"SIGNAL (programming language)","level":2,"score":0.4264163076877594},{"id":"https://openalex.org/C2780801066","wikidata":"https://www.wikidata.org/wiki/Q323808","display_name":"Hearing aid","level":2,"score":0.42523249983787537},{"id":"https://openalex.org/C204323151","wikidata":"https://www.wikidata.org/wiki/Q905424","display_name":"Range (aeronautics)","level":2,"score":0.41619035601615906},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.30224424600601196},{"id":"https://openalex.org/C84462506","wikidata":"https://www.wikidata.org/wiki/Q173142","display_name":"Digital signal processing","level":2,"score":0.194548100233078},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.1096271276473999},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"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/C548259974","wikidata":"https://www.wikidata.org/wiki/Q569965","display_name":"Audiology","level":1,"score":0.0},{"id":"https://openalex.org/C9390403","wikidata":"https://www.wikidata.org/wiki/Q3966","display_name":"Computer hardware","level":1,"score":0.0},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"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/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C50522688","wikidata":"https://www.wikidata.org/wiki/Q189833","display_name":"Economic growth","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/taslp.2024.3378099","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/taslp.2024.3378099","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:2403.10428","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2403.10428","pdf_url":"https://arxiv.org/pdf/2403.10428","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/1628a1d7-3c85-4f5f-8e62-cd049350b9de","is_oa":true,"landing_page_url":"https://vbn.aau.dk/da/publications/1628a1d7-3c85-4f5f-8e62-cd049350b9de","pdf_url":"https://arxiv.org/pdf/2403.10428","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":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Leer, P, Jensen, J, Tan, Z-H, \u00d8stergaard, J & Bramsl\u00f8w, L 2024, 'How to Train Your Ears : Auditory-Model Emulation for Large-Dynamic-Range Inputs and Mild-to-Severe Hearing Losses', IEEE/ACM Transactions on Audio, Speech, and Language Processing, vol. 32, 10473115, pp. 2006-2020. https://doi.org/10.1109/TASLP.2024.3378099","raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:2403.10428","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2403.10428","pdf_url":"https://arxiv.org/pdf/2403.10428","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":[{"display_name":"Gender equality","id":"https://metadata.un.org/sdg/5","score":0.4300000071525574}],"awards":[{"id":"https://openalex.org/G8791051848","display_name":null,"funder_award_id":"0153-00091B","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":20,"referenced_works":["https://openalex.org/W1999354778","https://openalex.org/W2037897720","https://openalex.org/W2084598301","https://openalex.org/W2137983211","https://openalex.org/W2625691878","https://openalex.org/W2777667864","https://openalex.org/W2972359262","https://openalex.org/W2986661129","https://openalex.org/W3162806159","https://openalex.org/W3180744963","https://openalex.org/W4212863985","https://openalex.org/W4379033920","https://openalex.org/W4383998504","https://openalex.org/W6631190155","https://openalex.org/W6659704666","https://openalex.org/W6684907701","https://openalex.org/W6685046626","https://openalex.org/W6751512325","https://openalex.org/W6776855437","https://openalex.org/W6786917454"],"related_works":["https://openalex.org/W2154523322","https://openalex.org/W2083200807","https://openalex.org/W1603137082","https://openalex.org/W2364195017","https://openalex.org/W2355430452","https://openalex.org/W1951195060","https://openalex.org/W2049983405","https://openalex.org/W2392315374","https://openalex.org/W2351776620","https://openalex.org/W2352195574"],"abstract_inverted_index":{"Advanced":[0],"auditory":[1,16,25,41,68,149,167,188,233],"models":[2,17,42,69,234],"are":[3,43],"useful":[4],"in":[5,83,124,235,241],"designing":[6],"signal-processing":[7,33,236],"algorithms":[8],"for":[9,30,109,142,228],"hearing-loss":[10],"compensation":[11],"or":[12],"speech":[13],"enhancement.":[14],"Such":[15],"provide":[18],"rich":[19],"and":[20,27,70,101,145,158,184,212],"detailed":[21],"descriptions":[22],"of":[23,32,62,85,98,132,147,161,186,203,232],"the":[24,60,118,129,136,143,148,166,182,187,200,218,230],"pathway,":[26],"might":[28],"allow":[29],"individualization":[31],"strategies,":[34],"based":[35],"on":[36],"physiological":[37],"measurements.":[38],"However,":[39],"these":[40,75,224],"often":[44],"computationally":[45],"demanding,":[46],"requiring":[47],"significant":[48],"time":[49],"to":[50,66,140],"compute.":[51],"To":[52,169],"address":[53],"this":[54,113,133,171,194],"issue,":[55],"previous":[56],"studies":[57],"have":[58],"explored":[59],"use":[61],"deep":[63,76,204],"neural":[64,77,205],"networks":[65,78,206],"emulate":[67],"reduce":[71],"inference":[72],"time.":[73],"While":[74],"offer":[79],"impressive":[80],"efficiency":[81],"gains":[82],"terms":[84],"computational":[86,219],"time,":[87],"they":[88],"may":[89],"suffer":[90],"from":[91],"uneven":[92],"emulation":[93,201],"performance":[94,202],"as":[95],"a":[96,153,175],"function":[97],"auditory-model":[99,213],"frequency-channels":[100],"input":[102,155,209],"sound":[103,210],"pressure":[104],"level,":[105],"making":[106],"them":[107],"unsuitable":[108],"many":[110],"tasks.":[111],"In":[112],"study,":[114],"we":[115,173],"demonstrate":[116],"that":[117,179,193],"conventional":[119],"machine-learning":[120],"optimization":[121,137,177,196],"objective":[122,138,178,197],"used":[123],"existing":[125],"state-of-the-art":[126],"methods":[127],"is":[128,226],"primary":[130],"source":[131],"limitation.":[134],"Specifically,":[135],"fails":[139],"account":[141],"frequency-":[144,183],"level-dependencies":[146,185],"model,":[150],"caused":[151],"by":[152,165],"large":[154],"dynamic":[156],"range":[157],"different":[159],"types":[160],"hearing":[162],"losses":[163],"emulated":[164],"model.":[168,189],"overcome":[170],"limitation,":[172],"propose":[174],"new":[176,195],"explicitly":[180],"embeds":[181],"Our":[190],"results":[191],"show":[192],"significantly":[198],"improves":[199],"across":[207],"relevant":[208],"levels":[211],"frequency":[214],"channels,":[215],"without":[216],"increasing":[217],"load":[220],"during":[221],"inference.":[222],"Addressing":[223],"limitations":[225],"essential":[227],"advancing":[229],"application":[231],"tasks,":[237],"ensuring":[238],"their":[239],"efficacy":[240],"diverse":[242],"scenarios.":[243]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":1}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2024-03-19T00:00:00"}