{"id":"https://openalex.org/W2542491702","doi":"https://doi.org/10.1109/nnsp.2003.1318055","title":"Recognition of musical instruments by generalized min-max classifiers","display_name":"Recognition of musical instruments by generalized min-max classifiers","publication_year":2004,"publication_date":"2004-10-19","ids":{"openalex":"https://openalex.org/W2542491702","doi":"https://doi.org/10.1109/nnsp.2003.1318055","mag":"2542491702"},"language":"en","primary_location":{"id":"doi:10.1109/nnsp.2003.1318055","is_oa":false,"landing_page_url":"https://doi.org/10.1109/nnsp.2003.1318055","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2003 IEEE XIII Workshop on Neural Networks for Signal Processing (IEEE Cat. No.03TH8718)","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/A5056031186","display_name":"Giovanni Costantini","orcid":"https://orcid.org/0000-0001-8675-5532"},"institutions":[{"id":"https://openalex.org/I116067653","display_name":"University of Rome Tor Vergata","ror":"https://ror.org/02p77k626","country_code":"IT","type":"education","lineage":["https://openalex.org/I116067653"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"G. Costantini","raw_affiliation_strings":["Department of Electronic Engineering, University of Roma Tor Vergata, Rome, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electronic Engineering, University of Roma Tor Vergata, Rome, Italy","institution_ids":["https://openalex.org/I116067653"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5025282612","display_name":"Antonello Rizzi","orcid":null},"institutions":[{"id":"https://openalex.org/I861853513","display_name":"Sapienza University of Rome","ror":"https://ror.org/02be6w209","country_code":"IT","type":"education","lineage":["https://openalex.org/I861853513"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"A. Rizzi","raw_affiliation_strings":["INFO-COM Department, University of Roma La Sapienza, Rome, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"INFO-COM Department, University of Roma La Sapienza, Rome, Italy","institution_ids":["https://openalex.org/I861853513"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5029342434","display_name":"Daniele Casali","orcid":"https://orcid.org/0000-0001-8800-728X"},"institutions":[{"id":"https://openalex.org/I116067653","display_name":"University of Rome Tor Vergata","ror":"https://ror.org/02p77k626","country_code":"IT","type":"education","lineage":["https://openalex.org/I116067653"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"D. Casali","raw_affiliation_strings":["Department of Electronic Engineering, University of Roma Tor Vergata, Rome, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electronic Engineering, University of Roma Tor Vergata, Rome, Italy","institution_ids":["https://openalex.org/I116067653"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.5654,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.70452133,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":93},"biblio":{"volume":"41","issue":null,"first_page":"555","last_page":"564"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11309","display_name":"Music 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/T11309","display_name":"Music 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/T10860","display_name":"Speech and Audio Processing","score":0.9994999766349792,"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/T11349","display_name":"Music Technology and Sound Studies","score":0.994700014591217,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/speech-recognition","display_name":"Speech recognition","score":0.6611748933792114},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6514167785644531},{"id":"https://openalex.org/keywords/preprocessor","display_name":"Preprocessor","score":0.6459702849388123},{"id":"https://openalex.org/keywords/violin","display_name":"Violin","score":0.6222690343856812},{"id":"https://openalex.org/keywords/flute","display_name":"Flute","score":0.5813162922859192},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.5628582835197449},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5394414663314819},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5390225648880005},{"id":"https://openalex.org/keywords/musical-instrument","display_name":"Musical instrument","score":0.48635679483413696},{"id":"https://openalex.org/keywords/polyphony","display_name":"Polyphony","score":0.4565536379814148},{"id":"https://openalex.org/keywords/mel-frequency-cepstrum","display_name":"Mel-frequency cepstrum","score":0.4354710280895233}],"concepts":[{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.6611748933792114},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6514167785644531},{"id":"https://openalex.org/C34736171","wikidata":"https://www.wikidata.org/wiki/Q918333","display_name":"Preprocessor","level":2,"score":0.6459702849388123},{"id":"https://openalex.org/C129554576","wikidata":"https://www.wikidata.org/wiki/Q8355","display_name":"Violin","level":2,"score":0.6222690343856812},{"id":"https://openalex.org/C4060165","wikidata":"https://www.wikidata.org/wiki/Q11405","display_name":"Flute","level":2,"score":0.5813162922859192},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.5628582835197449},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5394414663314819},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5390225648880005},{"id":"https://openalex.org/C2983311337","wikidata":"https://www.wikidata.org/wiki/Q34379","display_name":"Musical instrument","level":2,"score":0.48635679483413696},{"id":"https://openalex.org/C128979739","wikidata":"https://www.wikidata.org/wiki/Q179465","display_name":"Polyphony","level":2,"score":0.4565536379814148},{"id":"https://openalex.org/C151989614","wikidata":"https://www.wikidata.org/wiki/Q440370","display_name":"Mel-frequency cepstrum","level":3,"score":0.4354710280895233},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C24890656","wikidata":"https://www.wikidata.org/wiki/Q82811","display_name":"Acoustics","level":1,"score":0.0},{"id":"https://openalex.org/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","level":0,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.0},{"id":"https://openalex.org/C52119013","wikidata":"https://www.wikidata.org/wiki/Q50637","display_name":"Art history","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/nnsp.2003.1318055","is_oa":false,"landing_page_url":"https://doi.org/10.1109/nnsp.2003.1318055","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2003 IEEE XIII Workshop on Neural Networks for Signal Processing (IEEE Cat. No.03TH8718)","raw_type":"proceedings-article"},{"id":"pmh:oai:art.torvergata.it:2108/52603","is_oa":false,"landing_page_url":"http://hdl.handle.net/2108/52603","pdf_url":null,"source":{"id":"https://openalex.org/S4306400993","display_name":"Cineca Institutional Research Information System (Tor Vergata University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I116067653","host_organization_name":"University of Rome Tor Vergata","host_organization_lineage":["https://openalex.org/I116067653"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/conferenceObject"},{"id":"pmh:oai:iris.uniroma1.it:11573/62711","is_oa":false,"landing_page_url":"http://hdl.handle.net/11573/62711","pdf_url":null,"source":{"id":"https://openalex.org/S4377196107","display_name":"IRIS Research product catalog (Sapienza University of Rome)","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":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/conferenceObject"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":15,"referenced_works":["https://openalex.org/W2007187232","https://openalex.org/W2030711158","https://openalex.org/W2031300154","https://openalex.org/W2042105302","https://openalex.org/W2056024012","https://openalex.org/W2076608692","https://openalex.org/W2113772493","https://openalex.org/W2145747704","https://openalex.org/W2157066127","https://openalex.org/W2169850486","https://openalex.org/W2312381234","https://openalex.org/W2953266613","https://openalex.org/W4206194712","https://openalex.org/W6820230412","https://openalex.org/W7043058162"],"related_works":["https://openalex.org/W574571393","https://openalex.org/W572814773","https://openalex.org/W584650954","https://openalex.org/W621277286","https://openalex.org/W2321125637","https://openalex.org/W648268712","https://openalex.org/W1583222886","https://openalex.org/W656739201","https://openalex.org/W597293759","https://openalex.org/W2921344368"],"abstract_inverted_index":{"The":[0,110],"correct":[1],"classification":[2,30,72,101],"of":[3,20,35,50,63,112],"single":[4],"musical":[5,38],"sources":[6],"is":[7,115],"a":[8,29,52,78],"relevant":[9],"aspect":[10],"for":[11],"the":[12,17,33,59,70,100,118],"source":[13],"separation":[14],"task":[15],"and":[16,45,69,89,107,125,133],"automatic":[18],"transcription":[19],"polyphonic":[21],"music.":[22],"In":[23],"this":[24],"paper,":[25],"we":[26],"deal":[27],"with":[28],"problem":[31,54],"concerning":[32],"recognition":[34,53],"six":[36],"different":[37],"instruments:":[39],"violin,":[40],"clarinet,":[41],"flute,":[42],"oboe,":[43],"saxophone":[44],"piano.":[46],"A":[47],"satisfactory":[48],"solution":[49],"such":[51],"depends":[55],"mainly":[56],"on":[57,83],"both":[58,103],"preprocessing":[60,81],"procedure":[61],"(set":[62],"features":[64],"extracted":[65],"from":[66],"row":[67],"data)":[68],"adopted":[71],"system.":[73],"As":[74],"concerns":[75],"feature":[76],"extraction,":[77],"suitable":[79],"signal":[80],"based":[82],"FFT,":[84],"QFT":[85],"(Q-constant":[86],"frequency":[87],"transform)":[88],"cepstrum":[90],"coefficients":[91],"are":[92],"employed.":[93],"We":[94],"adopt":[95],"min-max":[96],"neurofuzzy":[97],"networks":[98],"as":[99],"model,":[102],"in":[104],"their":[105],"classical":[106],"generalized":[108],"version.":[109],"synthesis":[111],"these":[113],"classifiers":[114],"performed":[116],"by":[117],"adaptive":[119],"resolution":[120],"training":[121],"technique":[122],"(ARC,":[123],"PARC":[124],"GPARC":[126],"algorithms),":[127],"since":[128],"it":[129],"assures":[130],"good":[131],"performances":[132],"an":[134],"excellent":[135],"automation":[136],"degree.":[137]},"counts_by_year":[{"year":2021,"cited_by_count":1}],"updated_date":"2026-07-02T09:51:11.867554","created_date":"2025-10-10T00:00:00"}