{"id":"https://openalex.org/W4405487680","doi":"https://doi.org/10.56294/dm2025.617","title":"Experimental Data-Driven Estimation of Impulse Response in Audio Systems Using Parametric and Non-Parametric Methods","display_name":"Experimental Data-Driven Estimation of Impulse Response in Audio Systems Using Parametric and Non-Parametric Methods","publication_year":2024,"publication_date":"2024-12-15","ids":{"openalex":"https://openalex.org/W4405487680","doi":"https://doi.org/10.56294/dm2025.617"},"language":"en","primary_location":{"id":"doi:10.56294/dm2025.617","doi":"https://doi.org/10.56294/dm2025.617","is_oa":true,"landing_page_url":"https://doi.org/10.56294/dm2025.617","pdf_url":"https://dm.ageditor.ar/index.php/dm/article/download/617/895","source":{"id":"https://openalex.org/S4387287557","display_name":"Data & Metadata","issn_l":"2953-4917","issn":["2953-4917"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Data and Metadata","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"https://dm.ageditor.ar/index.php/dm/article/download/617/895","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5047173982","display_name":"\u00c1ngelo Joseph Soto Vergel","orcid":"https://orcid.org/0000-0001-5093-0183","observed_orcids":["https://orcid.org/0000-0001-5093-0183"]},"institutions":[{"id":"https://openalex.org/I63190737","display_name":"University at Buffalo, State University of New York","ror":"https://ror.org/01y64my43","country_code":"US","type":"education","lineage":["https://openalex.org/I63190737"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Angelo J. Soto-Vergel","raw_affiliation_strings":["University at Buffalo, Department of Industrial and Systems Engineering. Buffalo, NY, USA"],"raw_orcid":"https://orcid.org/0000-0001-5093-0183","affiliations":[{"raw_affiliation_string":"University at Buffalo, Department of Industrial and Systems Engineering. Buffalo, NY, USA","institution_ids":["https://openalex.org/I63190737"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5085422633","display_name":"Oriana Alexandra L\u00f3pez-Bustamante","orcid":"https://orcid.org/0000-0003-4601-1111","observed_orcids":["https://orcid.org/0000-0003-4601-1111"]},"institutions":[{"id":"https://openalex.org/I3132601863","display_name":"Universidad Francisco de Paula Santander","ror":"https://ror.org/01vwm8t51","country_code":"CO","type":"education","lineage":["https://openalex.org/I3132601863"]}],"countries":["CO"],"is_corresponding":false,"raw_author_name":"Oriana A. Lopez-Bustamante","raw_affiliation_strings":["Universidad Francisco de Paula Santander, Department of Electrical and Electronics Engineering. C\u00facuta, Colombia"],"raw_orcid":"https://orcid.org/0000-0003-4601-1111","affiliations":[{"raw_affiliation_string":"Universidad Francisco de Paula Santander, Department of Electrical and Electronics Engineering. C\u00facuta, Colombia","institution_ids":["https://openalex.org/I3132601863"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5076633940","display_name":"Byron Medina Delgado","orcid":"https://orcid.org/0000-0003-0754-8629","observed_orcids":["https://orcid.org/0000-0003-0754-8629"]},"institutions":[{"id":"https://openalex.org/I3132601863","display_name":"Universidad Francisco de Paula Santander","ror":"https://ror.org/01vwm8t51","country_code":"CO","type":"education","lineage":["https://openalex.org/I3132601863"]}],"countries":["CO"],"is_corresponding":false,"raw_author_name":"Byron Medina-Delgado","raw_affiliation_strings":["Universidad Francisco de Paula Santander, Department of Electrical and Electronics Engineering. C\u00facuta, Colombia"],"raw_orcid":"https://orcid.org/0000-0003-0754-8629","affiliations":[{"raw_affiliation_string":"Universidad Francisco de Paula Santander, Department of Electrical and Electronics Engineering. C\u00facuta, Colombia","institution_ids":["https://openalex.org/I3132601863"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.0,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"3","issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10860","display_name":"Speech and Audio Processing","score":0.9907000064849854,"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":0.9907000064849854,"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/T11034","display_name":"Digital Filter Design and Implementation","score":0.004800000227987766,"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/T11233","display_name":"Advanced Adaptive Filtering Techniques","score":0.0019000000320374966,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/impulse-response-estimation","display_name":"impulse response estimation","score":0.9990000128746033},{"id":"https://openalex.org/keywords/parametric-methods","display_name":"parametric methods","score":0.6320000290870667},{"id":"https://openalex.org/keywords/non-parametric-methods","display_name":"non-parametric methods","score":0.9980000257492065},{"id":"https://openalex.org/keywords/frequency-domain-estimation","display_name":"frequency-domain estimation","score":0.6700000166893005},{"id":"https://openalex.org/keywords/time-domain-estimation","display_name":"time-domain estimation","score":0.753000020980835},{"id":"https://openalex.org/keywords/linear-time-invariant-systems","display_name":"linear time-invariant systems","score":0.8460000157356262},{"id":"https://openalex.org/keywords/perceptual-assessment","display_name":"perceptual evaluation","score":0.8109999895095825},{"id":"https://openalex.org/keywords/root-mean-square-error","display_name":"root mean square error","score":0.6990000009536743},{"id":"https://openalex.org/keywords/computational-efficiency","display_name":"computational efficiency","score":0.8880000114440918},{"id":"https://openalex.org/keywords/real-time-audio-processing","display_name":"real-time audio processing","score":0.8149999976158142}],"concepts":[{"id":"https://openalex.org/C72279823","wikidata":"https://www.wikidata.org/wiki/Q1139726","display_name":"Impulse response","level":2,"score":0.7251328229904175},{"id":"https://openalex.org/C117251300","wikidata":"https://www.wikidata.org/wiki/Q1849855","display_name":"Parametric statistics","level":2,"score":0.6553254723548889},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6292864084243774},{"id":"https://openalex.org/C139945424","wikidata":"https://www.wikidata.org/wiki/Q1940696","display_name":"Mean squared error","level":2,"score":0.5998374819755554},{"id":"https://openalex.org/C2778263558","wikidata":"https://www.wikidata.org/wiki/Q46384","display_name":"Microphone","level":3,"score":0.5567841529846191},{"id":"https://openalex.org/C183816354","wikidata":"https://www.wikidata.org/wiki/Q665617","display_name":"Infinite impulse response","level":4,"score":0.5248070955276489},{"id":"https://openalex.org/C8590192","wikidata":"https://www.wikidata.org/wiki/Q1054694","display_name":"Frequency response","level":2,"score":0.4970565140247345},{"id":"https://openalex.org/C87698059","wikidata":"https://www.wikidata.org/wiki/Q1808960","display_name":"LTI system theory","level":3,"score":0.44757986068725586},{"id":"https://openalex.org/C70836080","wikidata":"https://www.wikidata.org/wiki/Q837940","display_name":"Impulse (physics)","level":2,"score":0.441580593585968},{"id":"https://openalex.org/C198386975","wikidata":"https://www.wikidata.org/wiki/Q117785","display_name":"Finite impulse response","level":2,"score":0.43819841742515564},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.37843039631843567},{"id":"https://openalex.org/C6802819","wikidata":"https://www.wikidata.org/wiki/Q1072174","display_name":"Linear system","level":2,"score":0.30957382917404175},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.2712809443473816},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.27114352583885193},{"id":"https://openalex.org/C106131492","wikidata":"https://www.wikidata.org/wiki/Q3072260","display_name":"Filter (signal processing)","level":2,"score":0.26624956727027893},{"id":"https://openalex.org/C36390408","wikidata":"https://www.wikidata.org/wiki/Q1163067","display_name":"Digital filter","level":3,"score":0.23039871454238892},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.1612662971019745},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.131036639213562},{"id":"https://openalex.org/C68115822","wikidata":"https://www.wikidata.org/wiki/Q1068172","display_name":"Sound pressure","level":2,"score":0.11195775866508484},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.09659546613693237},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","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/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.56294/dm2025.617","doi":"https://doi.org/10.56294/dm2025.617","is_oa":true,"landing_page_url":"https://doi.org/10.56294/dm2025.617","pdf_url":"https://dm.ageditor.ar/index.php/dm/article/download/617/895","source":{"id":"https://openalex.org/S4387287557","display_name":"Data & Metadata","issn_l":"2953-4917","issn":["2953-4917"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Data and Metadata","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.56294/dm2025.617","doi":"https://doi.org/10.56294/dm2025.617","is_oa":true,"landing_page_url":"https://doi.org/10.56294/dm2025.617","pdf_url":"https://dm.ageditor.ar/index.php/dm/article/download/617/895","source":{"id":"https://openalex.org/S4387287557","display_name":"Data & Metadata","issn_l":"2953-4917","issn":["2953-4917"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Data and Metadata","raw_type":"journal-article"},"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4405487680.pdf","grobid_xml":"https://content.openalex.org/works/W4405487680.grobid-xml"},"referenced_works_count":12,"referenced_works":["https://openalex.org/W2444592424","https://openalex.org/W2499295604","https://openalex.org/W2797470011","https://openalex.org/W2809991903","https://openalex.org/W2811000178","https://openalex.org/W2886841966","https://openalex.org/W2896688583","https://openalex.org/W2903863486","https://openalex.org/W2981948747","https://openalex.org/W2998817432","https://openalex.org/W3125554801","https://openalex.org/W4378782001"],"related_works":["https://openalex.org/W2152663693","https://openalex.org/W2624327027","https://openalex.org/W2362577255","https://openalex.org/W2724571221","https://openalex.org/W1997944694","https://openalex.org/W4225271852","https://openalex.org/W2137793235","https://openalex.org/W1572287415","https://openalex.org/W2898483404","https://openalex.org/W1565116907"],"abstract_inverted_index":{"The":[0,70,92,131,179],"impulse":[1,37,149],"response":[2,38,150],"is":[3],"a":[4,17,45,47,50,86],"fundamental":[5],"tool":[6],"for":[7,172],"characterizing":[8],"linear":[9],"time-invariant":[10],"(LTI)":[11],"systems,":[12],"enabling":[13],"the":[14,36,65,76,97,106,147,170],"derivation":[15],"of":[16,39,103,146],"mathematical":[18,141],"model":[19],"that":[20,134],"accurately":[21],"describes":[22],"system":[23,177],"dynamics":[24],"under":[25],"arbitrary":[26],"input":[27],"conditions.":[28],"This":[29,160],"study":[30],"used":[31],"experimental":[32,192],"data":[33],"to":[34,118,182],"estimate":[35],"an":[40,43],"audio":[41,157,176],"system\u2014comprising":[42],"amplifier,":[44],"speaker,":[46],"room,":[48],"and":[49,58,67,83,165,194],"microphone.":[51],"Four":[52],"methods":[53,71],"were":[54,72],"employed:":[55],"two":[56,59],"parametric":[57,93],"non-parametric":[60],"approaches,":[61],"applied":[62],"in":[63,127,156,175,186],"both":[64,191],"time":[66],"frequency":[68],"domains.":[69],"evaluated":[73],"quantitatively":[74],"using":[75],"Root":[77],"Mean":[78],"Square":[79],"Error":[80],"(RMSE)":[81],"metric":[82],"qualitatively":[84],"through":[85],"perceptual":[87,99,135],"analysis":[88],"with":[89,101],"six":[90],"participants.":[91],"frequency-domain":[94],"method":[95,112],"achieved":[96],"best":[98],"results,":[100],"75%":[102],"participants":[104],"rating":[105],"output":[107],"as":[108],"good.":[109],"While":[110],"this":[111],"exhibited":[113],"slightly":[114],"higher":[115],"RMSE":[116],"compared":[117],"other":[119],"techniques,":[120],"its":[121,153],"low":[122],"filter":[123],"order":[124],"(8)":[125],"resulted":[126],"superior":[128],"computational":[129,195],"efficiency.":[130],"findings":[132],"highlight":[133],"alignment":[136],"often":[137],"diverges":[138],"from":[139],"purely":[140],"error":[142],"minimization.":[143],"Real-time":[144],"implementation":[145],"selected":[148],"further":[151],"demonstrated":[152],"practical":[154],"application":[155],"processing":[158],"systems.":[159],"research":[161],"bridges":[162],"quantitative":[163],"metrics":[164],"human":[166],"auditory":[167],"perception,":[168],"emphasizing":[169],"need":[171],"balanced":[173],"decision-making":[174],"modeling.":[178],"results":[180],"contribute":[181],"advancing":[183],"data-driven":[184],"methodologies":[185],"acoustics,":[187],"offering":[188],"insights":[189],"into":[190],"design":[193],"efficiency":[196]},"counts_by_year":[],"updated_date":"2026-10-22T18:32:59.640997","created_date":"2024-12-18T00:00:00"}
