{"id":"https://openalex.org/W2112901948","doi":"https://doi.org/10.1186/s13636-015-0070-9","title":"Biomimetic spectro-temporal features for music instrument recognition in isolated notes and solo phrases","display_name":"Biomimetic spectro-temporal features for music instrument recognition in isolated notes and solo phrases","publication_year":2015,"publication_date":"2015-09-17","ids":{"openalex":"https://openalex.org/W2112901948","doi":"https://doi.org/10.1186/s13636-015-0070-9","mag":"2112901948","pmid":"https://pubmed.ncbi.nlm.nih.gov/30555520"},"language":"en","primary_location":{"id":"doi:10.1186/s13636-015-0070-9","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s13636-015-0070-9","pdf_url":"https://asmp-eurasipjournals.springeropen.com/track/pdf/10.1186/s13636-015-0070-9","source":{"id":"https://openalex.org/S19605986","display_name":"EURASIP Journal on Audio Speech and Music Processing","issn_l":"1687-4714","issn":["1687-4714","1687-4722"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"EURASIP Journal on Audio, Speech, and Music Processing","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://asmp-eurasipjournals.springeropen.com/track/pdf/10.1186/s13636-015-0070-9","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5103968982","display_name":"Kailash Patil","orcid":null},"institutions":[{"id":"https://openalex.org/I145311948","display_name":"Johns Hopkins University","ror":"https://ror.org/00za53h95","country_code":"US","type":"education","lineage":["https://openalex.org/I145311948"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Kailash Patil","raw_affiliation_strings":["Department of Electrical and Computer Engineering, Center for Speech and Language Processing, Johns Hopkins University, Baltimore, MD, USA","Department of Electrical and Computer Engineering, Center for Speech and Language Processing, Johns Hopkins University, Baltimore, USA"],"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, Center for Speech and Language Processing, Johns Hopkins University, Baltimore, MD, USA","institution_ids":["https://openalex.org/I145311948"]},{"raw_affiliation_string":"Department of Electrical and Computer Engineering, Center for Speech and Language Processing, Johns Hopkins University, Baltimore, USA","institution_ids":["https://openalex.org/I145311948"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5038788686","display_name":"Mounya Elhilali","orcid":"https://orcid.org/0000-0003-2597-738X"},"institutions":[{"id":"https://openalex.org/I145311948","display_name":"Johns Hopkins University","ror":"https://ror.org/00za53h95","country_code":"US","type":"education","lineage":["https://openalex.org/I145311948"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Mounya Elhilali","raw_affiliation_strings":["Department of Electrical and Computer Engineering, Center for Speech and Language Processing, Johns Hopkins University, Baltimore, MD, USA","Department of Electrical and Computer Engineering, Center for Speech and Language Processing, Johns Hopkins University, Baltimore, USA"],"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, Center for Speech and Language Processing, Johns Hopkins University, Baltimore, MD, USA","institution_ids":["https://openalex.org/I145311948"]},{"raw_affiliation_string":"Department of Electrical and Computer Engineering, Center for Speech and Language Processing, Johns Hopkins University, Baltimore, USA","institution_ids":["https://openalex.org/I145311948"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5103968982"],"corresponding_institution_ids":["https://openalex.org/I145311948"],"apc_list":{"value":1115,"currency":"GBP","value_usd":1367},"apc_paid":{"value":1115,"currency":"GBP","value_usd":1367},"fwci":1.4476,"has_fulltext":true,"cited_by_count":12,"citation_normalized_percentile":{"value":0.82491389,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":"2015","issue":"1","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11309","display_name":"Music and Audio Processing","score":0.9998000264167786,"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":0.9998000264167786,"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/T10788","display_name":"Neuroscience and Music Perception","score":0.9980999827384949,"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/T11665","display_name":"Animal Vocal Communication and Behavior","score":0.9975000023841858,"subfield":{"id":"https://openalex.org/subfields/1309","display_name":"Developmental Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/timbre","display_name":"Timbre","score":0.8675768375396729},{"id":"https://openalex.org/keywords/identity","display_name":"Identity (music)","score":0.5729561448097229},{"id":"https://openalex.org/keywords/musical","display_name":"Musical","score":0.5619128942489624},{"id":"https://openalex.org/keywords/representation","display_name":"Representation (politics)","score":0.553951621055603},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5166171193122864},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.5049064755439758},{"id":"https://openalex.org/keywords/musical-instrument","display_name":"Musical instrument","score":0.4854920208454132},{"id":"https://openalex.org/keywords/communication","display_name":"Communication","score":0.3217032253742218},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.22946205735206604},{"id":"https://openalex.org/keywords/acoustics","display_name":"Acoustics","score":0.2035309374332428},{"id":"https://openalex.org/keywords/art","display_name":"Art","score":0.1216132640838623},{"id":"https://openalex.org/keywords/aesthetics","display_name":"Aesthetics","score":0.10497769713401794},{"id":"https://openalex.org/keywords/visual-arts","display_name":"Visual arts","score":0.09555211663246155}],"concepts":[{"id":"https://openalex.org/C2776539107","wikidata":"https://www.wikidata.org/wiki/Q176501","display_name":"Timbre","level":3,"score":0.8675768375396729},{"id":"https://openalex.org/C2778355321","wikidata":"https://www.wikidata.org/wiki/Q17079427","display_name":"Identity (music)","level":2,"score":0.5729561448097229},{"id":"https://openalex.org/C558565934","wikidata":"https://www.wikidata.org/wiki/Q2743","display_name":"Musical","level":2,"score":0.5619128942489624},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.553951621055603},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5166171193122864},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.5049064755439758},{"id":"https://openalex.org/C2983311337","wikidata":"https://www.wikidata.org/wiki/Q34379","display_name":"Musical instrument","level":2,"score":0.4854920208454132},{"id":"https://openalex.org/C46312422","wikidata":"https://www.wikidata.org/wiki/Q11024","display_name":"Communication","level":1,"score":0.3217032253742218},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.22946205735206604},{"id":"https://openalex.org/C24890656","wikidata":"https://www.wikidata.org/wiki/Q82811","display_name":"Acoustics","level":1,"score":0.2035309374332428},{"id":"https://openalex.org/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","level":0,"score":0.1216132640838623},{"id":"https://openalex.org/C107038049","wikidata":"https://www.wikidata.org/wiki/Q35986","display_name":"Aesthetics","level":1,"score":0.10497769713401794},{"id":"https://openalex.org/C153349607","wikidata":"https://www.wikidata.org/wiki/Q36649","display_name":"Visual arts","level":1,"score":0.09555211663246155},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","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":4,"locations":[{"id":"doi:10.1186/s13636-015-0070-9","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s13636-015-0070-9","pdf_url":"https://asmp-eurasipjournals.springeropen.com/track/pdf/10.1186/s13636-015-0070-9","source":{"id":"https://openalex.org/S19605986","display_name":"EURASIP Journal on Audio Speech and Music Processing","issn_l":"1687-4714","issn":["1687-4714","1687-4722"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"EURASIP Journal on Audio, Speech, and Music Processing","raw_type":"journal-article"},{"id":"pmid:30555520","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/30555520","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"EURASIP journal on audio, speech, and music processing","raw_type":null},{"id":"pmh:oai:europepmc.org:5258817","is_oa":true,"landing_page_url":"http://europepmc.org/pmc/articles/PMC6290678","pdf_url":null,"source":{"id":"https://openalex.org/S4306400806","display_name":"Europe PMC (PubMed Central)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1303153112","host_organization_name":"European Bioinformatics Institute","host_organization_lineage":["https://openalex.org/I1303153112"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Text"},{"id":"pmh:oai:pubmedcentral.nih.gov:6290678","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/6290678","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"EURASIP J Audio Speech Music Process","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.1186/s13636-015-0070-9","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s13636-015-0070-9","pdf_url":"https://asmp-eurasipjournals.springeropen.com/track/pdf/10.1186/s13636-015-0070-9","source":{"id":"https://openalex.org/S19605986","display_name":"EURASIP Journal on Audio Speech and Music Processing","issn_l":"1687-4714","issn":["1687-4714","1687-4722"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"EURASIP Journal on Audio, Speech, and Music Processing","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","display_name":"Quality Education","score":0.44999998807907104}],"awards":[{"id":"https://openalex.org/G4091688915","display_name":null,"funder_award_id":"N000141010278.","funder_id":"https://openalex.org/F4320337345","funder_display_name":"Office of Naval Research"},{"id":"https://openalex.org/G5164541483","display_name":null,"funder_award_id":"1R01AG036424","funder_id":"https://openalex.org/F4320332161","funder_display_name":"National Institutes of Health"},{"id":"https://openalex.org/G5643251411","display_name":null,"funder_award_id":"and N00","funder_id":"https://openalex.org/F4320337345","funder_display_name":"Office of Naval Research"},{"id":"https://openalex.org/G5663454729","display_name":null,"funder_award_id":"N000141010","funder_id":"https://openalex.org/F4320337345","funder_display_name":"Office of Naval Research"},{"id":"https://openalex.org/G5745816674","display_name":"Collaborative Research: Unraveling Sulfur Networks in Methanogenic Archaea","funder_award_id":"1410102","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G5992364005","display_name":null,"funder_award_id":"N000141010278","funder_id":"https://openalex.org/F4320337345","funder_display_name":"Office of Naval Research"},{"id":"https://openalex.org/G6497118818","display_name":null,"funder_award_id":"N00014-12-1-0740","funder_id":"https://openalex.org/F4320337345","funder_display_name":"Office of Naval Research"},{"id":"https://openalex.org/G7685818843","display_name":null,"funder_award_id":"N00014-12-1","funder_id":"https://openalex.org/F4320337345","funder_display_name":"Office of Naval Research"},{"id":"https://openalex.org/G8225686742","display_name":"Career: Cognitive Auditory Systems for Processing of Complex Acoustic Scenes","funder_award_id":"0846112","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G8741353385","display_name":null,"funder_award_id":"N000141010278","funder_id":"https://openalex.org/F4320332161","funder_display_name":"National Institutes of Health"},{"id":"https://openalex.org/G8876996369","display_name":null,"funder_award_id":"N00014","funder_id":"https://openalex.org/F4320337345","funder_display_name":"Office of Naval Research"}],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"},{"id":"https://openalex.org/F4320332161","display_name":"National Institutes of Health","ror":"https://ror.org/01cwqze88"},{"id":"https://openalex.org/F4320337345","display_name":"Office of Naval Research","ror":"https://ror.org/00rk2pe57"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2112901948.pdf","grobid_xml":"https://content.openalex.org/works/W2112901948.grobid-xml"},"referenced_works_count":60,"referenced_works":["https://openalex.org/W131293899","https://openalex.org/W296599067","https://openalex.org/W1492769062","https://openalex.org/W1501437548","https://openalex.org/W1563088657","https://openalex.org/W1575800622","https://openalex.org/W1593249691","https://openalex.org/W1607142029","https://openalex.org/W1664796450","https://openalex.org/W1674066309","https://openalex.org/W1780815862","https://openalex.org/W1840044891","https://openalex.org/W1966365432","https://openalex.org/W1967690078","https://openalex.org/W1968619709","https://openalex.org/W1970144714","https://openalex.org/W1977131001","https://openalex.org/W1978920452","https://openalex.org/W1986023967","https://openalex.org/W1986595194","https://openalex.org/W1991916382","https://openalex.org/W2013912476","https://openalex.org/W2016215128","https://openalex.org/W2023108246","https://openalex.org/W2031300154","https://openalex.org/W2037915935","https://openalex.org/W2042732045","https://openalex.org/W2049836201","https://openalex.org/W2054139811","https://openalex.org/W2056024012","https://openalex.org/W2059260101","https://openalex.org/W2060648787","https://openalex.org/W2063427269","https://openalex.org/W2067752346","https://openalex.org/W2075586101","https://openalex.org/W2076923487","https://openalex.org/W2099111195","https://openalex.org/W2109718970","https://openalex.org/W2114708606","https://openalex.org/W2127618892","https://openalex.org/W2129715180","https://openalex.org/W2129788248","https://openalex.org/W2138445519","https://openalex.org/W2139435939","https://openalex.org/W2140304104","https://openalex.org/W2142099866","https://openalex.org/W2155413697","https://openalex.org/W2166693890","https://openalex.org/W2396606320","https://openalex.org/W2478708596","https://openalex.org/W2518685123","https://openalex.org/W2528063314","https://openalex.org/W2560529159","https://openalex.org/W2799061466","https://openalex.org/W4205687621","https://openalex.org/W4211068928","https://openalex.org/W4230165289","https://openalex.org/W6605574488","https://openalex.org/W6634864573","https://openalex.org/W6805660341"],"related_works":["https://openalex.org/W2415999852","https://openalex.org/W2186947763","https://openalex.org/W2591743215","https://openalex.org/W2008642382","https://openalex.org/W3186846710","https://openalex.org/W2347227645","https://openalex.org/W1940741777","https://openalex.org/W2402674073","https://openalex.org/W2738531665","https://openalex.org/W2030575009"],"abstract_inverted_index":{"The":[0,104,139],"identity":[1,27,94],"of":[2,11,25,82,95,110,165],"musical":[3,12,26,96,120,131],"instruments":[4,97],"is":[5],"reflected":[6],"in":[7,52,55,72,98,118,136],"the":[8,48,53,56,62,73,80,108,111],"acoustic":[9],"attributes":[10],"notes":[13,132],"played":[14],"with":[15,44],"them.":[16],"Recently,":[17],"it":[18],"has":[19],"been":[20],"argued":[21],"that":[22,37],"these":[23],"characteristics":[24],"(or":[28],"timbre)":[29],"can":[30],"be":[31],"best":[32,124],"captured":[33],"through":[34],"an":[35,142],"analysis":[36,67],"encompasses":[38],"both":[39],"time":[40],"and":[41,122,153],"frequency":[42],"domains;":[43],"a":[45,163],"focus":[46],"on":[47],"modulations":[49],"or":[50],"changes":[51],"signal":[54],"spectrotemporal":[57,63],"space.":[58],"This":[59],"representation":[60,91],"mimics":[61],"receptive":[64],"field":[65],"(STRF)":[66],"believed":[68],"to":[69,126,161,168],"underlie":[70],"processing":[71],"central":[74],"mammalian":[75],"auditory":[76,84],"system,":[77],"particularly":[78],"at":[79],"level":[81],"primary":[83],"cortex.":[85],"How":[86],"well":[87],"does":[88],"this":[89],"STRF":[90,112],"capture":[92],"timbral":[93],"continuous":[99],"solo":[100,119,137,146,172],"recordings":[101],"remains":[102],"unclear.":[103],"current":[105],"work":[106],"investigates":[107],"applicability":[109],"feature":[113],"space":[114],"for":[115,133,144],"instrument":[116,134,166],"recognition":[117,135,167],"phrases":[121],"explores":[123],"approaches":[125],"leveraging":[127],"knowledge":[128],"from":[129],"isolated":[130],"recordings.":[138],"study":[140],"presents":[141],"approach":[143],"parsing":[145],"performances":[147],"into":[148],"their":[149],"individual":[150],"note":[151],"constituents":[152],"adapting":[154],"back-end":[155],"classifiers":[156],"using":[157],"support":[158],"vector":[159],"machines":[160],"achieve":[162],"generalization":[164],"off-the-shelf,":[169],"commercially":[170],"available":[171],"music.":[173]},"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":2},{"year":2017,"cited_by_count":2},{"year":2016,"cited_by_count":1}],"updated_date":"2026-04-21T08:09:41.155169","created_date":"2025-10-10T00:00:00"}