{"id":"https://openalex.org/W4375869355","doi":"https://doi.org/10.1109/icassp49357.2023.10095767","title":"A Model-Based Hearing Compensation Method Using a Self-Supervised Framework","display_name":"A Model-Based Hearing Compensation Method Using a Self-Supervised Framework","publication_year":2023,"publication_date":"2023-05-05","ids":{"openalex":"https://openalex.org/W4375869355","doi":"https://doi.org/10.1109/icassp49357.2023.10095767"},"language":"en","primary_location":{"id":"doi:10.1109/icassp49357.2023.10095767","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/icassp49357.2023.10095767","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)","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/A5103279434","display_name":"Yadong Niu","orcid":"https://orcid.org/0000-0003-0904-3894"},"institutions":[{"id":"https://openalex.org/I20231570","display_name":"Peking University","ror":"https://ror.org/02v51f717","country_code":"CN","type":"education","lineage":["https://openalex.org/I20231570"]},{"id":"https://openalex.org/I4210092262","display_name":"Ministry of Education","ror":"https://ror.org/00dh5gw98","country_code":"RO","type":"funder","lineage":["https://openalex.org/I2799732796","https://openalex.org/I4210092262"]}],"countries":["CN","RO"],"is_corresponding":true,"raw_author_name":"Yadong Niu","raw_affiliation_strings":["Peking University,School of Intelligence Science and Technology,Speech and Hearing Research Center, and Key Laboratory of Machine Perception (Ministry of Education),Beijing,China","Speech and Hearing Research Center, and Key Laboratory of Machine Perception (Ministry of Education), School of Intelligence Science and Technology, Peking University, Beijing, China"],"affiliations":[{"raw_affiliation_string":"Peking University,School of Intelligence Science and Technology,Speech and Hearing Research Center, and Key Laboratory of Machine Perception (Ministry of Education),Beijing,China","institution_ids":["https://openalex.org/I4210092262"]},{"raw_affiliation_string":"Speech and Hearing Research Center, and Key Laboratory of Machine Perception (Ministry of Education), School of Intelligence Science and Technology, Peking University, Beijing, China","institution_ids":["https://openalex.org/I20231570"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100341000","display_name":"Nan Li","orcid":"https://orcid.org/0000-0001-5490-322X"},"institutions":[{"id":"https://openalex.org/I4210092262","display_name":"Ministry of Education","ror":"https://ror.org/00dh5gw98","country_code":"RO","type":"funder","lineage":["https://openalex.org/I2799732796","https://openalex.org/I4210092262"]},{"id":"https://openalex.org/I20231570","display_name":"Peking University","ror":"https://ror.org/02v51f717","country_code":"CN","type":"education","lineage":["https://openalex.org/I20231570"]}],"countries":["CN","RO"],"is_corresponding":false,"raw_author_name":"Nan Li","raw_affiliation_strings":["Peking University,School of Intelligence Science and Technology,Speech and Hearing Research Center, and Key Laboratory of Machine Perception (Ministry of Education),Beijing,China","Speech and Hearing Research Center, and Key Laboratory of Machine Perception (Ministry of Education), School of Intelligence Science and Technology, Peking University, Beijing, China"],"affiliations":[{"raw_affiliation_string":"Peking University,School of Intelligence Science and Technology,Speech and Hearing Research Center, and Key Laboratory of Machine Perception (Ministry of Education),Beijing,China","institution_ids":["https://openalex.org/I4210092262"]},{"raw_affiliation_string":"Speech and Hearing Research Center, and Key Laboratory of Machine Perception (Ministry of Education), School of Intelligence Science and Technology, Peking University, Beijing, China","institution_ids":["https://openalex.org/I20231570"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5084685506","display_name":"Xihong Wu","orcid":"https://orcid.org/0009-0004-5236-7469"},"institutions":[{"id":"https://openalex.org/I20231570","display_name":"Peking University","ror":"https://ror.org/02v51f717","country_code":"CN","type":"education","lineage":["https://openalex.org/I20231570"]},{"id":"https://openalex.org/I4210092262","display_name":"Ministry of Education","ror":"https://ror.org/00dh5gw98","country_code":"RO","type":"funder","lineage":["https://openalex.org/I2799732796","https://openalex.org/I4210092262"]}],"countries":["CN","RO"],"is_corresponding":false,"raw_author_name":"Xihong Wu","raw_affiliation_strings":["Peking University,School of Intelligence Science and Technology,Speech and Hearing Research Center, and Key Laboratory of Machine Perception (Ministry of Education),Beijing,China","Speech and Hearing Research Center, and Key Laboratory of Machine Perception (Ministry of Education), School of Intelligence Science and Technology, Peking University, Beijing, China"],"affiliations":[{"raw_affiliation_string":"Peking University,School of Intelligence Science and Technology,Speech and Hearing Research Center, and Key Laboratory of Machine Perception (Ministry of Education),Beijing,China","institution_ids":["https://openalex.org/I4210092262"]},{"raw_affiliation_string":"Speech and Hearing Research Center, and Key Laboratory of Machine Perception (Ministry of Education), School of Intelligence Science and Technology, Peking University, Beijing, China","institution_ids":["https://openalex.org/I20231570"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100394911","display_name":"Jing Chen","orcid":"https://orcid.org/0000-0002-6640-7140"},"institutions":[{"id":"https://openalex.org/I20231570","display_name":"Peking University","ror":"https://ror.org/02v51f717","country_code":"CN","type":"education","lineage":["https://openalex.org/I20231570"]},{"id":"https://openalex.org/I4210092262","display_name":"Ministry of Education","ror":"https://ror.org/00dh5gw98","country_code":"RO","type":"funder","lineage":["https://openalex.org/I2799732796","https://openalex.org/I4210092262"]}],"countries":["CN","RO"],"is_corresponding":false,"raw_author_name":"Jing Chen","raw_affiliation_strings":["Peking University,School of Intelligence Science and Technology,Speech and Hearing Research Center, and Key Laboratory of Machine Perception (Ministry of Education),Beijing,China","Speech and Hearing Research Center, and Key Laboratory of Machine Perception (Ministry of Education), School of Intelligence Science and Technology, Peking University, Beijing, China"],"affiliations":[{"raw_affiliation_string":"Peking University,School of Intelligence Science and Technology,Speech and Hearing Research Center, and Key Laboratory of Machine Perception (Ministry of Education),Beijing,China","institution_ids":["https://openalex.org/I4210092262"]},{"raw_affiliation_string":"Speech and Hearing Research Center, and Key Laboratory of Machine Perception (Ministry of Education), School of Intelligence Science and Technology, Peking University, Beijing, China","institution_ids":["https://openalex.org/I20231570"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5103279434"],"corresponding_institution_ids":["https://openalex.org/I20231570","https://openalex.org/I4210092262"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.05638892,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"3","issue":null,"first_page":"1","last_page":"5"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10283","display_name":"Hearing Loss and Rehabilitation","score":0.9997000098228455,"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":0.9997000098228455,"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/T11692","display_name":"Noise Effects and Management","score":0.9965000152587891,"subfield":{"id":"https://openalex.org/subfields/3616","display_name":"Speech and Hearing"},"field":{"id":"https://openalex.org/fields/36","display_name":"Health Professions"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T10334","display_name":"Hearing, Cochlea, Tinnitus, Genetics","score":0.9958000183105469,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/compensation","display_name":"Compensation (psychology)","score":0.7012195587158203},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6707140207290649},{"id":"https://openalex.org/keywords/hearing-aid","display_name":"Hearing aid","score":0.6312263011932373},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.615090548992157},{"id":"https://openalex.org/keywords/audiology","display_name":"Audiology","score":0.6044308543205261},{"id":"https://openalex.org/keywords/perception","display_name":"Perception","score":0.5571281909942627},{"id":"https://openalex.org/keywords/perspective","display_name":"Perspective (graphical)","score":0.5243349671363831},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.4752107560634613},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.2926071584224701},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.28497207164764404},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.13108304142951965}],"concepts":[{"id":"https://openalex.org/C2780023022","wikidata":"https://www.wikidata.org/wiki/Q1338171","display_name":"Compensation (psychology)","level":2,"score":0.7012195587158203},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6707140207290649},{"id":"https://openalex.org/C2780801066","wikidata":"https://www.wikidata.org/wiki/Q323808","display_name":"Hearing aid","level":2,"score":0.6312263011932373},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.615090548992157},{"id":"https://openalex.org/C548259974","wikidata":"https://www.wikidata.org/wiki/Q569965","display_name":"Audiology","level":1,"score":0.6044308543205261},{"id":"https://openalex.org/C26760741","wikidata":"https://www.wikidata.org/wiki/Q160402","display_name":"Perception","level":2,"score":0.5571281909942627},{"id":"https://openalex.org/C12713177","wikidata":"https://www.wikidata.org/wiki/Q1900281","display_name":"Perspective (graphical)","level":2,"score":0.5243349671363831},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.4752107560634613},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.2926071584224701},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.28497207164764404},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.13108304142951965},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.0},{"id":"https://openalex.org/C11171543","wikidata":"https://www.wikidata.org/wiki/Q41630","display_name":"Psychoanalysis","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icassp49357.2023.10095767","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/icassp49357.2023.10095767","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/3","display_name":"Good health and well-being","score":0.5}],"awards":[],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320337504","display_name":"Research and Development","ror":"https://ror.org/027s68j25"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":24,"referenced_works":["https://openalex.org/W1582976041","https://openalex.org/W1968168351","https://openalex.org/W1982822127","https://openalex.org/W1995117235","https://openalex.org/W2010565866","https://openalex.org/W2014124751","https://openalex.org/W2036441505","https://openalex.org/W2060514933","https://openalex.org/W2092644348","https://openalex.org/W2104058659","https://openalex.org/W2121411222","https://openalex.org/W2126958229","https://openalex.org/W2129259613","https://openalex.org/W2154286128","https://openalex.org/W2474401681","https://openalex.org/W2952218014","https://openalex.org/W3004176536","https://openalex.org/W3072536519","https://openalex.org/W3099330747","https://openalex.org/W3159170200","https://openalex.org/W3160157930","https://openalex.org/W4225335671","https://openalex.org/W4243882841","https://openalex.org/W4297841502"],"related_works":["https://openalex.org/W2067052360","https://openalex.org/W2016797268","https://openalex.org/W2012209174","https://openalex.org/W2011905846","https://openalex.org/W2129943590","https://openalex.org/W2794843278","https://openalex.org/W2387569159","https://openalex.org/W2129538847","https://openalex.org/W2033868882","https://openalex.org/W1967392028"],"abstract_inverted_index":{"Hearing":[0],"aids":[1,30],"can":[2],"improve":[3],"auditory":[4,57,70],"perception":[5],"for":[6,22,81],"hearing-impaired":[7],"(HI)":[8],"listeners,":[9],"but":[10],"even":[11],"state-of-art":[12],"devices":[13],"provide":[14],"only":[15],"limited":[16],"benefits":[17],"if":[18],"not":[19],"configured":[20],"correctly":[21],"the":[23,32,69,82,95,99,107,110,118,125,129,133],"listeners.":[24],"The":[25,59],"prescriptive":[26],"fittings":[27],"of":[28,61,112],"hearing":[29,40,47,84],"ignore":[31],"individual":[33],"difference":[34],"among":[35],"HI":[36],"listeners":[37,103,122],"with":[38,54],"identical":[39],"thresholds.":[41],"This":[42],"paper":[43],"proposes":[44],"a":[45,51,55,74],"model-based":[46],"compensation":[48],"method":[49,131],"using":[50],"self-supervised":[52],"framework":[53],"given":[56,83],"model.":[58,71],"influence":[60],"outer/inner":[62],"hair":[63,114],"cells":[64,115],"dysfunction":[65],"was":[66,77],"simulated":[67],"in":[68],"And":[72],"then,":[73],"neural":[75],"network":[76],"trained":[78],"to":[79,93,106,132],"compensate":[80],"impairment.":[85],"Both":[86],"objective":[87],"and":[88,98],"subjective":[89],"experiments":[90],"were":[91],"conducted":[92],"evaluate":[94],"present":[96],"method,":[97],"results":[100],"showed":[101],"that":[102,121],"are":[104],"sensitive":[105],"parameter":[108],"controlling":[109],"contribution":[111],"outer":[113],"dysfunction.":[116],"Additionally,":[117],"result":[119],"indicated":[120],"significantly":[123],"preferred":[124],"speech":[126],"processed":[127],"by":[128],"proposed":[130],"traditional":[134],"perspective":[135],"fitting.":[136]},"counts_by_year":[],"updated_date":"2025-12-21T01:58:51.020947","created_date":"2025-10-10T00:00:00"}