{"id":"https://openalex.org/W3206894358","doi":"https://doi.org/10.1109/icassp43922.2022.9747660","title":"Direct Design of Biquad Filter Cascades with Deep Learning by Sampling Random Polynomials","display_name":"Direct Design of Biquad Filter Cascades with Deep Learning by Sampling Random Polynomials","publication_year":2022,"publication_date":"2022-04-27","ids":{"openalex":"https://openalex.org/W3206894358","doi":"https://doi.org/10.1109/icassp43922.2022.9747660","mag":"3206894358"},"language":"en","primary_location":{"id":"doi:10.1109/icassp43922.2022.9747660","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icassp43922.2022.9747660","pdf_url":null,"source":{"id":"https://openalex.org/S4363607702","display_name":"ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ICASSP 2022 - 2022 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/A5012347796","display_name":"Joseph T. Colonel","orcid":"https://orcid.org/0009-0000-5516-9231"},"institutions":[{"id":"https://openalex.org/I166337079","display_name":"Queen Mary University of London","ror":"https://ror.org/026zzn846","country_code":"GB","type":"education","lineage":["https://openalex.org/I124357947","https://openalex.org/I166337079"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Joseph T. Colonel","raw_affiliation_strings":["Queen Mary University of London,Centre for Digital Music","Centre for Digital Music, Queen Mary University of London"],"affiliations":[{"raw_affiliation_string":"Queen Mary University of London,Centre for Digital Music","institution_ids":["https://openalex.org/I166337079"]},{"raw_affiliation_string":"Centre for Digital Music, Queen Mary University of London","institution_ids":["https://openalex.org/I166337079"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032881514","display_name":"Christian J. Steinmetz","orcid":"https://orcid.org/0000-0002-0971-5729"},"institutions":[{"id":"https://openalex.org/I166337079","display_name":"Queen Mary University of London","ror":"https://ror.org/026zzn846","country_code":"GB","type":"education","lineage":["https://openalex.org/I124357947","https://openalex.org/I166337079"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Christian J. Steinmetz","raw_affiliation_strings":["Queen Mary University of London,Centre for Digital Music","Centre for Digital Music, Queen Mary University of London"],"affiliations":[{"raw_affiliation_string":"Queen Mary University of London,Centre for Digital Music","institution_ids":["https://openalex.org/I166337079"]},{"raw_affiliation_string":"Centre for Digital Music, Queen Mary University of London","institution_ids":["https://openalex.org/I166337079"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5048318626","display_name":"Marcus Michelen","orcid":"https://orcid.org/0000-0002-7262-6892"},"institutions":[{"id":"https://openalex.org/I39422238","display_name":"University of Illinois Chicago","ror":"https://ror.org/02mpq6x41","country_code":"US","type":"education","lineage":["https://openalex.org/I39422238"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Marcus Michelen","raw_affiliation_strings":["University of Illinois at Chicago,Department of Mathematics, Statistics, and Computer Science","Department of Mathematics, Statistics, and Computer Science, University of Illinois at Chicago"],"affiliations":[{"raw_affiliation_string":"University of Illinois at Chicago,Department of Mathematics, Statistics, and Computer Science","institution_ids":["https://openalex.org/I39422238"]},{"raw_affiliation_string":"Department of Mathematics, Statistics, and Computer Science, University of Illinois at Chicago","institution_ids":["https://openalex.org/I39422238"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5111403298","display_name":"Joshua D. Reiss","orcid":null},"institutions":[{"id":"https://openalex.org/I166337079","display_name":"Queen Mary University of London","ror":"https://ror.org/026zzn846","country_code":"GB","type":"education","lineage":["https://openalex.org/I124357947","https://openalex.org/I166337079"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Joshua D. Reiss","raw_affiliation_strings":["Queen Mary University of London,Centre for Digital Music","Centre for Digital Music, Queen Mary University of London"],"affiliations":[{"raw_affiliation_string":"Queen Mary University of London,Centre for Digital Music","institution_ids":["https://openalex.org/I166337079"]},{"raw_affiliation_string":"Centre for Digital Music, Queen Mary University of London","institution_ids":["https://openalex.org/I166337079"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5012347796"],"corresponding_institution_ids":["https://openalex.org/I166337079"],"apc_list":null,"apc_paid":null,"fwci":1.0461,"has_fulltext":false,"cited_by_count":11,"citation_normalized_percentile":{"value":0.77648805,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"3104","last_page":"3108"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11901","display_name":"Bayesian Methods and Mixture Models","score":0.9905999898910522,"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"}},"topics":[{"id":"https://openalex.org/T11901","display_name":"Bayesian Methods and Mixture Models","score":0.9905999898910522,"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"}},{"id":"https://openalex.org/T10860","display_name":"Speech and Audio Processing","score":0.9904000163078308,"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/T12303","display_name":"Tensor decomposition and applications","score":0.984499990940094,"subfield":{"id":"https://openalex.org/subfields/2605","display_name":"Computational Mathematics"},"field":{"id":"https://openalex.org/fields/26","display_name":"Mathematics"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/digital-biquad-filter","display_name":"Digital biquad filter","score":0.7609106302261353},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.69346684217453},{"id":"https://openalex.org/keywords/filter-design","display_name":"Filter design","score":0.5647772550582886},{"id":"https://openalex.org/keywords/filter","display_name":"Filter (signal processing)","score":0.5552046895027161},{"id":"https://openalex.org/keywords/impulse-response","display_name":"Impulse response","score":0.5079222321510315},{"id":"https://openalex.org/keywords/generalization","display_name":"Generalization","score":0.4936405420303345},{"id":"https://openalex.org/keywords/gradient-descent","display_name":"Gradient descent","score":0.4867367744445801},{"id":"https://openalex.org/keywords/transfer-function","display_name":"Transfer function","score":0.4567079246044159},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.454353004693985},{"id":"https://openalex.org/keywords/finite-impulse-response","display_name":"Finite impulse response","score":0.4313783347606659},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.39989447593688965},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.37709659337997437},{"id":"https://openalex.org/keywords/low-pass-filter","display_name":"Low-pass filter","score":0.34079623222351074},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.2939249575138092}],"concepts":[{"id":"https://openalex.org/C14455310","wikidata":"https://www.wikidata.org/wiki/Q5276043","display_name":"Digital biquad filter","level":4,"score":0.7609106302261353},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.69346684217453},{"id":"https://openalex.org/C22597639","wikidata":"https://www.wikidata.org/wiki/Q5449227","display_name":"Filter design","level":3,"score":0.5647772550582886},{"id":"https://openalex.org/C106131492","wikidata":"https://www.wikidata.org/wiki/Q3072260","display_name":"Filter (signal processing)","level":2,"score":0.5552046895027161},{"id":"https://openalex.org/C72279823","wikidata":"https://www.wikidata.org/wiki/Q1139726","display_name":"Impulse response","level":2,"score":0.5079222321510315},{"id":"https://openalex.org/C177148314","wikidata":"https://www.wikidata.org/wiki/Q170084","display_name":"Generalization","level":2,"score":0.4936405420303345},{"id":"https://openalex.org/C153258448","wikidata":"https://www.wikidata.org/wiki/Q1199743","display_name":"Gradient descent","level":3,"score":0.4867367744445801},{"id":"https://openalex.org/C81299745","wikidata":"https://www.wikidata.org/wiki/Q334269","display_name":"Transfer function","level":2,"score":0.4567079246044159},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.454353004693985},{"id":"https://openalex.org/C198386975","wikidata":"https://www.wikidata.org/wiki/Q117785","display_name":"Finite impulse response","level":2,"score":0.4313783347606659},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.39989447593688965},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.37709659337997437},{"id":"https://openalex.org/C44682112","wikidata":"https://www.wikidata.org/wiki/Q918242","display_name":"Low-pass filter","level":3,"score":0.34079623222351074},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.2939249575138092},{"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/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"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/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/icassp43922.2022.9747660","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icassp43922.2022.9747660","pdf_url":null,"source":{"id":"https://openalex.org/S4363607702","display_name":"ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)","raw_type":"proceedings-article"},{"id":"pmh:oai:qmro.qmul.ac.uk:123456789/80243","is_oa":false,"landing_page_url":"https://qmro.qmul.ac.uk/xmlui/handle/123456789/80243","pdf_url":null,"source":{"id":"https://openalex.org/S4306400530","display_name":"Queen Mary Research Online (Queen Mary University of London)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I166337079","host_organization_name":"Queen Mary University of London","host_organization_lineage":["https://openalex.org/I166337079"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Conference Proceeding"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":49,"referenced_works":["https://openalex.org/W1488288193","https://openalex.org/W1491557693","https://openalex.org/W1513698536","https://openalex.org/W1522301498","https://openalex.org/W1541153235","https://openalex.org/W1890931827","https://openalex.org/W1972059236","https://openalex.org/W1973749044","https://openalex.org/W1977634444","https://openalex.org/W1978864992","https://openalex.org/W2031213708","https://openalex.org/W2063163574","https://openalex.org/W2063361547","https://openalex.org/W2093730316","https://openalex.org/W2109519791","https://openalex.org/W2111105339","https://openalex.org/W2116175286","https://openalex.org/W2147453031","https://openalex.org/W2157519031","https://openalex.org/W2159009081","https://openalex.org/W2171683217","https://openalex.org/W2172082335","https://openalex.org/W2346272251","https://openalex.org/W2908510526","https://openalex.org/W2964234933","https://openalex.org/W2969372706","https://openalex.org/W2972162845","https://openalex.org/W3015354039","https://openalex.org/W3023871773","https://openalex.org/W3093610712","https://openalex.org/W3095818140","https://openalex.org/W3099417970","https://openalex.org/W3124150606","https://openalex.org/W3137652073","https://openalex.org/W3160108228","https://openalex.org/W3160553598","https://openalex.org/W3160723038","https://openalex.org/W4230278603","https://openalex.org/W4234362502","https://openalex.org/W4241115065","https://openalex.org/W4287635648","https://openalex.org/W6629187922","https://openalex.org/W6631190155","https://openalex.org/W6757817989","https://openalex.org/W6777814289","https://openalex.org/W6780226713","https://openalex.org/W6784121419","https://openalex.org/W6785087340","https://openalex.org/W6792098392"],"related_works":["https://openalex.org/W3149709731","https://openalex.org/W3000365547","https://openalex.org/W2350683098","https://openalex.org/W2133624256","https://openalex.org/W1547838047","https://openalex.org/W2313215289","https://openalex.org/W3049237463","https://openalex.org/W4361829833","https://openalex.org/W1521465202","https://openalex.org/W4308079934"],"abstract_inverted_index":{"Designing":[0],"infinite":[1],"impulse":[2],"response":[3,10,78],"filters":[4],"to":[5,54,79],"match":[6],"an":[7],"arbitrary":[8],"magnitude":[9,77],"requires":[11],"specialized":[12],"techniques.":[13],"Methods":[14],"like":[15],"modified":[16,154],"Yule-Walker":[17,155],"are":[18,52],"relatively":[19],"efficient,":[20],"but":[21,43],"may":[22],"not":[23],"be":[24],"sufficiently":[25],"accurate":[26,102],"in":[27],"matching":[28],"high":[29],"order":[30],"responses.":[31],"On":[32],"the":[33,46,75,80],"other":[34],"hand,":[35],"iterative":[36],"optimization":[37],"techniques":[38],"often":[39],"enable":[40],"superior":[41],"performance,":[42],"come":[44],"at":[45],"cost":[47],"of":[48,66,91,104,117,126],"longer":[49],"run-times":[50],"and":[51,101,120,140,156,159,168],"sensitive":[53],"initial":[55],"conditions,":[56],"requiring":[57],"manual":[58],"tuning.":[59],"In":[60],"this":[61],"work,":[62],"we":[63],"address":[64],"some":[65],"these":[67],"limitations":[68],"by":[69],"learning":[70],"a":[71,85,108,124],"direct":[72],"mapping":[73],"from":[74],"target":[76],"filter":[81,105,127],"coefficient":[82],"space":[83],"with":[84,114,123],"neural":[86],"network":[87],"trained":[88],"on":[89,164],"millions":[90],"random":[92,118],"filters.":[93],"We":[94,111,146],"demonstrate":[95],"our":[96,148,161],"approach":[97,162],"enables":[98,129],"both":[99,166],"fast":[100],"estimation":[103],"coefficients":[106],"given":[107],"desired":[109],"response.":[110],"investigate":[112],"training":[113,122],"different":[115],"families":[116,128],"filters,":[119,135],"find":[121],"variety":[125],"better":[130],"generalization":[131],"when":[132],"estimating":[133],"real-world":[134],"using":[136],"head-related":[137],"transfer":[138],"functions":[139],"guitar":[141],"cabinets":[142],"as":[143],"case":[144],"studies.":[145],"compare":[147],"method":[149],"against":[150],"existing":[151],"methods":[152],"including":[153],"gradient":[157],"descent":[158],"show":[160],"is,":[163],"average,":[165],"faster":[167],"more":[169],"accurate.":[170]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":1}],"updated_date":"2026-03-27T14:29:43.386196","created_date":"2025-10-10T00:00:00"}