{"id":"https://openalex.org/W4200221217","doi":"https://doi.org/10.1109/icfsp53514.2021.9646420","title":"Investigation of Auditory Nerve Model and Conventional Approaches in Noise-Robust Speaker Identification","display_name":"Investigation of Auditory Nerve Model and Conventional Approaches in Noise-Robust Speaker Identification","publication_year":2021,"publication_date":"2021-09-09","ids":{"openalex":"https://openalex.org/W4200221217","doi":"https://doi.org/10.1109/icfsp53514.2021.9646420"},"language":"en","primary_location":{"id":"doi:10.1109/icfsp53514.2021.9646420","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icfsp53514.2021.9646420","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 6th International Conference on Frontiers of Signal Processing (ICFSP)","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/A5100654701","display_name":"Md Atiqul Islam","orcid":"https://orcid.org/0000-0002-1506-7916"},"institutions":[{"id":"https://openalex.org/I63525965","display_name":"Western Sydney University","ror":"https://ror.org/03t52dk35","country_code":"AU","type":"education","lineage":["https://openalex.org/I63525965"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Md Atiqul Islam","raw_affiliation_strings":["International Centre for Neuromorphic Systems, The MARCS Institute for Brain, Behaviour, and Development, Western Sydney University, Kingswood, NSW, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"International Centre for Neuromorphic Systems, The MARCS Institute for Brain, Behaviour, and Development, Western Sydney University, Kingswood, NSW, Australia","institution_ids":["https://openalex.org/I63525965"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100755969","display_name":"Ying Xu","orcid":"https://orcid.org/0000-0003-4158-5263"},"institutions":[{"id":"https://openalex.org/I63525965","display_name":"Western Sydney University","ror":"https://ror.org/03t52dk35","country_code":"AU","type":"education","lineage":["https://openalex.org/I63525965"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Ying Xu","raw_affiliation_strings":["International Centre for Neuromorphic Systems, The MARCS Institute for Brain, Behaviour, and Development, Western Sydney University, Kingswood, NSW, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"International Centre for Neuromorphic Systems, The MARCS Institute for Brain, Behaviour, and Development, Western Sydney University, Kingswood, NSW, Australia","institution_ids":["https://openalex.org/I63525965"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5060216261","display_name":"Saeed Afshar","orcid":"https://orcid.org/0000-0002-2695-3745"},"institutions":[{"id":"https://openalex.org/I63525965","display_name":"Western Sydney University","ror":"https://ror.org/03t52dk35","country_code":"AU","type":"education","lineage":["https://openalex.org/I63525965"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Saeed Afshar","raw_affiliation_strings":["International Centre for Neuromorphic Systems, The MARCS Institute for Brain, Behaviour, and Development, Western Sydney University, Kingswood, NSW, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"International Centre for Neuromorphic Systems, The MARCS Institute for Brain, Behaviour, and Development, Western Sydney University, Kingswood, NSW, Australia","institution_ids":["https://openalex.org/I63525965"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5040398851","display_name":"Travis Monk","orcid":"https://orcid.org/0000-0002-9025-0198"},"institutions":[{"id":"https://openalex.org/I63525965","display_name":"Western Sydney University","ror":"https://ror.org/03t52dk35","country_code":"AU","type":"education","lineage":["https://openalex.org/I63525965"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Travis Monk","raw_affiliation_strings":["International Centre for Neuromorphic Systems, The MARCS Institute for Brain, Behaviour, and Development, Western Sydney University, Kingswood, NSW, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"International Centre for Neuromorphic Systems, The MARCS Institute for Brain, Behaviour, and Development, Western Sydney University, Kingswood, NSW, Australia","institution_ids":["https://openalex.org/I63525965"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5061261367","display_name":"Andr\u00e9 van Schaik","orcid":"https://orcid.org/0000-0001-6140-017X"},"institutions":[{"id":"https://openalex.org/I63525965","display_name":"Western Sydney University","ror":"https://ror.org/03t52dk35","country_code":"AU","type":"education","lineage":["https://openalex.org/I63525965"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Andre Van Schaik","raw_affiliation_strings":["International Centre for Neuromorphic Systems, The MARCS Institute for Brain, Behaviour, and Development, Western Sydney University, Kingswood, NSW, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"International Centre for Neuromorphic Systems, The MARCS Institute for Brain, Behaviour, and Development, Western Sydney University, Kingswood, NSW, Australia","institution_ids":["https://openalex.org/I63525965"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I63525965"],"apc_list":null,"apc_paid":null,"fwci":0.1497,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.46833947,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":"45","issue":null,"first_page":"12","last_page":"16"},"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/T11309","display_name":"Music and Audio Processing","score":0.9988999962806702,"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/T10201","display_name":"Speech Recognition and Synthesis","score":0.9983999729156494,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7722342014312744},{"id":"https://openalex.org/keywords/discrete-cosine-transform","display_name":"Discrete cosine transform","score":0.672167181968689},{"id":"https://openalex.org/keywords/mel-frequency-cepstrum","display_name":"Mel-frequency cepstrum","score":0.6064226627349854},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.5615703463554382},{"id":"https://openalex.org/keywords/noise","display_name":"Noise (video)","score":0.5557969212532043},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.4707373380661011},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.44186916947364807},{"id":"https://openalex.org/keywords/filter","display_name":"Filter (signal processing)","score":0.4417320489883423},{"id":"https://openalex.org/keywords/robustness","display_name":"Robustness (evolution)","score":0.42259398102760315},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4112556576728821},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.4047675132751465},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3468640446662903},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.1694451868534088},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.10728392004966736}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7722342014312744},{"id":"https://openalex.org/C2221639","wikidata":"https://www.wikidata.org/wiki/Q2877","display_name":"Discrete cosine transform","level":3,"score":0.672167181968689},{"id":"https://openalex.org/C151989614","wikidata":"https://www.wikidata.org/wiki/Q440370","display_name":"Mel-frequency cepstrum","level":3,"score":0.6064226627349854},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.5615703463554382},{"id":"https://openalex.org/C99498987","wikidata":"https://www.wikidata.org/wiki/Q2210247","display_name":"Noise (video)","level":3,"score":0.5557969212532043},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.4707373380661011},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.44186916947364807},{"id":"https://openalex.org/C106131492","wikidata":"https://www.wikidata.org/wiki/Q3072260","display_name":"Filter (signal processing)","level":2,"score":0.4417320489883423},{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.42259398102760315},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4112556576728821},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.4047675132751465},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3468640446662903},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.1694451868534088},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.10728392004966736},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.0},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icfsp53514.2021.9646420","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icfsp53514.2021.9646420","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 6th International Conference on Frontiers of Signal Processing (ICFSP)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Peace, Justice and strong institutions","score":0.75,"id":"https://metadata.un.org/sdg/16"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":27,"referenced_works":["https://openalex.org/W1965034457","https://openalex.org/W1999354778","https://openalex.org/W1999408164","https://openalex.org/W2003089883","https://openalex.org/W2015143272","https://openalex.org/W2041823554","https://openalex.org/W2049633694","https://openalex.org/W2062789884","https://openalex.org/W2069441775","https://openalex.org/W2084598301","https://openalex.org/W2102346872","https://openalex.org/W2164432048","https://openalex.org/W2171903461","https://openalex.org/W2278073170","https://openalex.org/W2326699523","https://openalex.org/W2465929418","https://openalex.org/W2607273208","https://openalex.org/W2612464443","https://openalex.org/W2765952435","https://openalex.org/W2781404744","https://openalex.org/W3003199575","https://openalex.org/W3022814147","https://openalex.org/W3141357585","https://openalex.org/W4245923654","https://openalex.org/W6675700563","https://openalex.org/W6736297943","https://openalex.org/W6876535882"],"related_works":["https://openalex.org/W1916685473","https://openalex.org/W2055682261","https://openalex.org/W2548564146","https://openalex.org/W4317383455","https://openalex.org/W2548511587","https://openalex.org/W1996690921","https://openalex.org/W2422472940","https://openalex.org/W2019475500","https://openalex.org/W2548162870","https://openalex.org/W2144773493"],"abstract_inverted_index":{"Automatic":[0],"Speaker":[1],"Identification":[2],"(SID)":[3],"is":[4,36,101,144],"growing":[5],"for":[6],"the":[7,54,64,71,76,79,84,89,104,138,141,148,153,163,167,172,178],"current":[8],"demands":[9],"of":[10,63,78,140,174],"human-machine":[11],"interaction":[12],"in":[13,43,103,166],"different":[14],"fields,":[15],"such":[16],"as":[17,117],"selfless":[18],"driving":[19],"vehicles,":[20],"access":[21],"to":[22],"smartphones":[23],"and":[24,26,92,126,131],"laptops,":[25],"online":[27],"security.":[28],"These":[29],"services":[30],"become":[31],"challenging":[32],"while":[33],"background":[34],"noise":[35],"present.":[37],"To":[38],"achieve":[39],"a":[40,110,118,182],"noise-robust":[41,168],"performance":[42,139],"adverse":[44],"conditions,":[45],"we":[46],"propose":[47],"two":[48],"front-end":[49],"feature":[50],"extraction":[51],"algorithms":[52,123,143,157],"using":[53,124,152],"Auditory":[55],"Nerve":[56],"(AN)":[57],"model.":[58,73,155],"One":[59],"algorithm":[60,100,151,165,180],"uses":[61,75],"energies":[62,77],"Inner":[65],"Hair":[66],"Cell":[67],"(IHC)":[68],"response":[69],"from":[70,83],"AN":[72,85,154],"Another":[74],"linear":[80],"chirp":[81],"filter":[82],"model":[86],"followed":[87],"by":[88],"cubic":[90],"root":[91],"Discrete":[93],"Cosine":[94],"Transform":[95],"(DCT).":[96],"We":[97,107,120],"investigate":[98],"which":[99],"better":[102,146],"SID":[105,169,185],"task.":[106,170],"also":[108],"use":[109],"modified":[111],"Gammatone":[112],"Filter":[113],"Cepstral":[114],"Coefficient":[115],"(GFCC)":[116],"reference.":[119],"tested":[121],"these":[122],"text-dependent":[125],"text-independent":[127],"speeches":[128],"under":[129],"clean":[130],"noisy":[132],"conditions.":[133],"This":[134],"work":[135],"shows":[136],"that":[137],"proposed":[142,150],"way":[145],"than":[147],"previously":[149],"The":[156],"with":[158],"conventional":[159,175],"nonlinearities":[160,176],"significantly":[161,183],"outperform":[162],"IHC":[164,179],"However,":[171],"application":[173],"on":[177],"provides":[181],"improved":[184],"performance.":[186]},"counts_by_year":[{"year":2022,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
