{"id":"https://openalex.org/W2560753069","doi":"https://doi.org/10.1109/eusipco.2016.7760659","title":"Speech enhancement for hearing-impaired listeners using deep neural networks with auditory-model based features","display_name":"Speech enhancement for hearing-impaired listeners using deep neural networks with auditory-model based features","publication_year":2016,"publication_date":"2016-08-01","ids":{"openalex":"https://openalex.org/W2560753069","doi":"https://doi.org/10.1109/eusipco.2016.7760659","mag":"2560753069"},"language":"en","primary_location":{"id":"doi:10.1109/eusipco.2016.7760659","is_oa":false,"landing_page_url":"https://doi.org/10.1109/eusipco.2016.7760659","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 24th European Signal Processing Conference (EUSIPCO)","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/A5083391820","display_name":"Tobias Goehring","orcid":"https://orcid.org/0000-0002-9038-3310"},"institutions":[{"id":"https://openalex.org/I43439940","display_name":"University of Southampton","ror":"https://ror.org/01ryk1543","country_code":"GB","type":"education","lineage":["https://openalex.org/I43439940"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Tobias Goehring","raw_affiliation_strings":["Institute of Sound and Vibration Research, University of Southampton, Southampton, United Kingdom"],"affiliations":[{"raw_affiliation_string":"Institute of Sound and Vibration Research, University of Southampton, Southampton, United Kingdom","institution_ids":["https://openalex.org/I43439940"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100754082","display_name":"Xin Yang","orcid":"https://orcid.org/0000-0002-4617-5733"},"institutions":[{"id":"https://openalex.org/I43439940","display_name":"University of Southampton","ror":"https://ror.org/01ryk1543","country_code":"GB","type":"education","lineage":["https://openalex.org/I43439940"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Xin Yang","raw_affiliation_strings":["Institute of Sound and Vibration Research, University of Southampton, Southampton, United Kingdom"],"affiliations":[{"raw_affiliation_string":"Institute of Sound and Vibration Research, University of Southampton, Southampton, United Kingdom","institution_ids":["https://openalex.org/I43439940"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5008219988","display_name":"Jessica J. M. Monaghan","orcid":"https://orcid.org/0000-0003-1416-4164"},"institutions":[{"id":"https://openalex.org/I43439940","display_name":"University of Southampton","ror":"https://ror.org/01ryk1543","country_code":"GB","type":"education","lineage":["https://openalex.org/I43439940"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Jessica J. M. Monaghan","raw_affiliation_strings":["Institute of Sound and Vibration Research, University of Southampton, Southampton, United Kingdom"],"affiliations":[{"raw_affiliation_string":"Institute of Sound and Vibration Research, University of Southampton, Southampton, United Kingdom","institution_ids":["https://openalex.org/I43439940"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5005337719","display_name":"Stefan Bleeck","orcid":"https://orcid.org/0000-0003-4378-3394"},"institutions":[{"id":"https://openalex.org/I43439940","display_name":"University of Southampton","ror":"https://ror.org/01ryk1543","country_code":"GB","type":"education","lineage":["https://openalex.org/I43439940"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Stefan Bleeck","raw_affiliation_strings":["Institute of Sound and Vibration Research, University of Southampton, Southampton, United Kingdom"],"affiliations":[{"raw_affiliation_string":"Institute of Sound and Vibration Research, University of Southampton, Southampton, United Kingdom","institution_ids":["https://openalex.org/I43439940"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5083391820"],"corresponding_institution_ids":["https://openalex.org/I43439940"],"apc_list":null,"apc_paid":null,"fwci":1.5131,"has_fulltext":false,"cited_by_count":19,"citation_normalized_percentile":{"value":0.84446826,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"2300","last_page":"2304"},"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":0.9998000264167786,"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":0.9970999956130981,"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/speech-recognition","display_name":"Speech recognition","score":0.7095752358436584},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7052526473999023},{"id":"https://openalex.org/keywords/intelligibility","display_name":"Intelligibility (philosophy)","score":0.6466143131256104},{"id":"https://openalex.org/keywords/active-listening","display_name":"Active listening","score":0.6028600931167603},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.5671229958534241},{"id":"https://openalex.org/keywords/speech-enhancement","display_name":"Speech enhancement","score":0.5625311732292175},{"id":"https://openalex.org/keywords/speech-processing","display_name":"Speech processing","score":0.5166347622871399},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.5150725245475769},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.49457332491874695},{"id":"https://openalex.org/keywords/speech-perception","display_name":"Speech perception","score":0.490133136510849},{"id":"https://openalex.org/keywords/perception","display_name":"Perception","score":0.45657089352607727},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.35984623432159424},{"id":"https://openalex.org/keywords/noise-reduction","display_name":"Noise reduction","score":0.17777979373931885},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.1358444094657898}],"concepts":[{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.7095752358436584},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7052526473999023},{"id":"https://openalex.org/C60048801","wikidata":"https://www.wikidata.org/wiki/Q1433889","display_name":"Intelligibility (philosophy)","level":2,"score":0.6466143131256104},{"id":"https://openalex.org/C177291462","wikidata":"https://www.wikidata.org/wiki/Q423038","display_name":"Active listening","level":2,"score":0.6028600931167603},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.5671229958534241},{"id":"https://openalex.org/C2776182073","wikidata":"https://www.wikidata.org/wiki/Q7575395","display_name":"Speech enhancement","level":3,"score":0.5625311732292175},{"id":"https://openalex.org/C61328038","wikidata":"https://www.wikidata.org/wiki/Q3358061","display_name":"Speech processing","level":2,"score":0.5166347622871399},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5150725245475769},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.49457332491874695},{"id":"https://openalex.org/C99209842","wikidata":"https://www.wikidata.org/wiki/Q643696","display_name":"Speech perception","level":3,"score":0.490133136510849},{"id":"https://openalex.org/C26760741","wikidata":"https://www.wikidata.org/wiki/Q160402","display_name":"Perception","level":2,"score":0.45657089352607727},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.35984623432159424},{"id":"https://openalex.org/C163294075","wikidata":"https://www.wikidata.org/wiki/Q581861","display_name":"Noise reduction","level":2,"score":0.17777979373931885},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.1358444094657898},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C46312422","wikidata":"https://www.wikidata.org/wiki/Q11024","display_name":"Communication","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},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"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":2,"locations":[{"id":"doi:10.1109/eusipco.2016.7760659","is_oa":false,"landing_page_url":"https://doi.org/10.1109/eusipco.2016.7760659","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 24th European Signal Processing Conference (EUSIPCO)","raw_type":"proceedings-article"},{"id":"pmh:oai:eprints.soton.ac.uk:403271","is_oa":false,"landing_page_url":null,"pdf_url":null,"source":{"id":"https://openalex.org/S4306401019","display_name":"ePrints Soton (University of Southampton)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I43439940","host_organization_name":"University of Southampton","host_organization_lineage":["https://openalex.org/I43439940"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":"","raw_type":"Conference or Workshop Item"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/16","score":0.44999998807907104,"display_name":"Peace, Justice and strong institutions"},{"id":"https://metadata.un.org/sdg/10","score":0.4399999976158142,"display_name":"Reduced inequalities"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":19,"referenced_works":["https://openalex.org/W160800111","https://openalex.org/W1162145996","https://openalex.org/W1579714047","https://openalex.org/W1893876709","https://openalex.org/W1963970749","https://openalex.org/W1969605332","https://openalex.org/W1971281497","https://openalex.org/W2017608047","https://openalex.org/W2021501756","https://openalex.org/W2032420816","https://openalex.org/W2057200980","https://openalex.org/W2075616650","https://openalex.org/W2124928620","https://openalex.org/W2141892084","https://openalex.org/W2143908786","https://openalex.org/W2403117493","https://openalex.org/W4231807801","https://openalex.org/W4253928870","https://openalex.org/W6634650221"],"related_works":["https://openalex.org/W2085637247","https://openalex.org/W1986772939","https://openalex.org/W2037635165","https://openalex.org/W2542062716","https://openalex.org/W2738829087","https://openalex.org/W3043214604","https://openalex.org/W1505346162","https://openalex.org/W4200562864","https://openalex.org/W2120771489","https://openalex.org/W2051376034"],"abstract_inverted_index":{"Speech":[0],"understanding":[1],"in":[2,87,99,145],"adverse":[3],"acoustic":[4],"environments":[5],"is":[6],"still":[7],"a":[8,43,49,56,78],"major":[9],"problem":[10,27],"for":[11,107,136],"users":[12],"of":[13,67,89],"hearing-instruments.":[14],"Recent":[15],"studies":[16],"on":[17],"supervised":[18,137],"speech":[19,62,84,100,138],"segregation":[20,139],"show":[21],"good":[22],"promise":[23],"to":[24,48,82,122],"alleviate":[25],"this":[26],"by":[28],"separating":[29],"speech-dominated":[30],"from":[31],"noise-dominated":[32],"spectro-temporal":[33],"regions":[34],"with":[35,74,93],"estimated":[36],"time-frequency":[37],"masks.":[38],"The":[39,65],"current":[40],"study":[41],"compared":[42,121],"previously":[44],"proposed":[45],"feature":[46,53,69,109,116,125],"set":[47,54,117,126],"novel":[50],"auditory-model":[51,114,129],"based":[52,61,115,130],"using":[55],"common":[57],"deep":[58],"neural":[59],"network":[60],"enhancement":[63],"framework.":[64],"performance":[66,120],"both":[68,108],"extraction":[70,110],"methods":[71],"was":[72],"evaluated":[73],"objective":[75],"measurements":[76],"and":[77,91,102,141],"subjective":[79],"listening":[80],"test":[81],"measure":[83],"perception":[85],"scores":[86],"terms":[88],"intelligibility":[90,101],"quality":[92,103],"17":[94],"hearing-impaired":[95],"listeners.":[96],"Significant":[97],"improvements":[98,135],"ratings":[104],"were":[105],"found":[106],"systems.":[111],"However,":[112],"the":[113,123],"showed":[118],"superior":[119],"comparison":[124],"indicating":[127],"that":[128],"processing":[131],"could":[132],"provide":[133],"further":[134],"systems":[140],"their":[142],"potential":[143],"applications":[144],"hearing":[146],"instruments.":[147]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":5},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":3},{"year":2017,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
