{"id":"https://openalex.org/W2906098386","doi":"https://doi.org/10.1109/msp.2018.2875133","title":"An Introduction to Signal Processing for Singing-Voice Analysis: High Notes in the Effort to Automate the Understanding of Vocals in Music","display_name":"An Introduction to Signal Processing for Singing-Voice Analysis: High Notes in the Effort to Automate the Understanding of Vocals in Music","publication_year":2018,"publication_date":"2018-12-25","ids":{"openalex":"https://openalex.org/W2906098386","doi":"https://doi.org/10.1109/msp.2018.2875133","mag":"2906098386"},"language":"en","primary_location":{"id":"doi:10.1109/msp.2018.2875133","is_oa":false,"landing_page_url":"https://doi.org/10.1109/msp.2018.2875133","pdf_url":null,"source":{"id":"https://openalex.org/S120977877","display_name":"IEEE Signal Processing Magazine","issn_l":"1053-5888","issn":["1053-5888","1558-0792"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Signal Processing Magazine","raw_type":"journal-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/A5072108348","display_name":"Eric J. Humphrey","orcid":"https://orcid.org/0000-0002-9211-9564"},"institutions":[{"id":"https://openalex.org/I145608581","display_name":"University of Miami","ror":"https://ror.org/02dgjyy92","country_code":"US","type":"education","lineage":["https://openalex.org/I145608581"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Eric J. Humphrey","raw_affiliation_strings":["Music engineering technology, University of Miami, Florida"],"raw_orcid":"https://orcid.org/0000-0002-9211-9564","affiliations":[{"raw_affiliation_string":"Music engineering technology, University of Miami, Florida","institution_ids":["https://openalex.org/I145608581"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5074542010","display_name":"Sravana Reddy","orcid":"https://orcid.org/0000-0001-7157-7091"},"institutions":[{"id":"https://openalex.org/I107672454","display_name":"Dartmouth College","ror":"https://ror.org/049s0rh22","country_code":"US","type":"education","lineage":["https://openalex.org/I107672454"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Sravana Reddy","raw_affiliation_strings":["Information Sciences Institute, Dartmouth College Hanover, Los Angeles, New Hampshire"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Information Sciences Institute, Dartmouth College Hanover, Los Angeles, New Hampshire","institution_ids":["https://openalex.org/I107672454"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023673004","display_name":"Prem Seetharaman","orcid":null},"institutions":[{"id":"https://openalex.org/I111979921","display_name":"Northwestern University","ror":"https://ror.org/000e0be47","country_code":"US","type":"education","lineage":["https://openalex.org/I111979921"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Prem Seetharaman","raw_affiliation_strings":["Northwestern University Evanston, Illinois"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Northwestern University Evanston, Illinois","institution_ids":["https://openalex.org/I111979921"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5034804804","display_name":"Aparna Kumar","orcid":"https://orcid.org/0000-0002-2828-7010"},"institutions":[{"id":"https://openalex.org/I74973139","display_name":"Carnegie Mellon University","ror":"https://ror.org/05x2bcf33","country_code":"US","type":"education","lineage":["https://openalex.org/I74973139"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Aparna Kumar","raw_affiliation_strings":["School of Computer Science, Carnegie Mellon University, Pittsburgh, Pennsylvania"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science, Carnegie Mellon University, Pittsburgh, Pennsylvania","institution_ids":["https://openalex.org/I74973139"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5019790225","display_name":"Rachel Bittner","orcid":"https://orcid.org/0000-0001-7757-2232"},"institutions":[{"id":"https://openalex.org/I204250578","display_name":"University of California, Irvine","ror":"https://ror.org/04gyf1771","country_code":"US","type":"education","lineage":["https://openalex.org/I204250578"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Rachel M. Bittner","raw_affiliation_strings":["Music performance, University of California, Irvine"],"raw_orcid":"https://orcid.org/0000-0001-7757-2232","affiliations":[{"raw_affiliation_string":"Music performance, University of California, Irvine","institution_ids":["https://openalex.org/I204250578"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5030176905","display_name":"Andrew M. Demetriou","orcid":"https://orcid.org/0000-0002-0724-2278"},"institutions":[{"id":"https://openalex.org/I98358874","display_name":"Delft University of Technology","ror":"https://ror.org/02e2c7k09","country_code":"NL","type":"education","lineage":["https://openalex.org/I98358874"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Andrew Demetriou","raw_affiliation_strings":["Multimedia Computing Group, Technical University at Delft, The Netherlands"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Multimedia Computing Group, Technical University at Delft, The Netherlands","institution_ids":["https://openalex.org/I98358874"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5084461554","display_name":"Sankalp Gulati","orcid":"https://orcid.org/0000-0002-3503-6981"},"institutions":[{"id":"https://openalex.org/I170486558","display_name":"Universitat Pompeu Fabra","ror":"https://ror.org/04n0g0b29","country_code":"ES","type":"education","lineage":["https://openalex.org/I170486558"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Sankalp Gulati","raw_affiliation_strings":["University of Pompeu Fabra, Barcelona, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Pompeu Fabra, Barcelona, Spain","institution_ids":["https://openalex.org/I170486558"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5024461884","display_name":"Andreas Jansson","orcid":"https://orcid.org/0000-0001-6123-7886"},"institutions":[{"id":"https://openalex.org/I180825142","display_name":"City, University of London","ror":"https://ror.org/04489at23","country_code":"GB","type":"education","lineage":["https://openalex.org/I124357947","https://openalex.org/I180825142"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Andreas Jansson","raw_affiliation_strings":["Computer science, City University, London"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Computer science, City University, London","institution_ids":["https://openalex.org/I180825142"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5038378205","display_name":"Tristan Jehan","orcid":null},"institutions":[{"id":"https://openalex.org/I56067802","display_name":"Universit\u00e9 de Rennes","ror":"https://ror.org/015m7wh34","country_code":"FR","type":"education","lineage":["https://openalex.org/I56067802"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Tristan Jehan","raw_affiliation_strings":["Electrical engineering, computer science, and signal processing, Universit\u00e9 de Rennes I, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Electrical engineering, computer science, and signal processing, Universit\u00e9 de Rennes I, France","institution_ids":["https://openalex.org/I56067802"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5053582419","display_name":"Bernhard Lehner","orcid":"https://orcid.org/0000-0002-7754-7042"},"institutions":[{"id":"https://openalex.org/I121883995","display_name":"Johannes Kepler University of Linz","ror":"https://ror.org/052r2xn60","country_code":"AT","type":"education","lineage":["https://openalex.org/I121883995"]}],"countries":["AT"],"is_corresponding":false,"raw_author_name":"Bernhard Lehner","raw_affiliation_strings":["Computer science, Johannes Kepler University, Linz, Austria"],"raw_orcid":"https://orcid.org/0000-0002-7754-7042","affiliations":[{"raw_affiliation_string":"Computer science, Johannes Kepler University, Linz, Austria","institution_ids":["https://openalex.org/I121883995"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5045985745","display_name":"Anna Krupse","orcid":null},"institutions":[{"id":"https://openalex.org/I2898391981","display_name":"Deutsches Zentrum f\u00fcr Luft- und Raumfahrt e. V. (DLR)","ror":"https://ror.org/04bwf3e34","country_code":"DE","type":"facility","lineage":["https://openalex.org/I1305996414","https://openalex.org/I2898391981"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Anna Krupse","raw_affiliation_strings":["Deutsches Zentrum fur Luft und Raumfahrt Standort Bonn, Bonn, Nordrhein-Westfalen, DE"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Deutsches Zentrum fur Luft und Raumfahrt Standort Bonn, Bonn, Nordrhein-Westfalen, DE","institution_ids":["https://openalex.org/I2898391981"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5061887584","display_name":"Luwei Yang","orcid":"https://orcid.org/0000-0003-0358-0007"},"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":"Luwei Yang","raw_affiliation_strings":["Electronics engineering, Centre for Digital Music at Queen Mary University of London"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Electronics engineering, Centre for Digital Music at Queen Mary University of London","institution_ids":["https://openalex.org/I166337079"]}]}],"institutions":[],"countries_distinct_count":7,"institutions_distinct_count":12,"corresponding_author_ids":["https://openalex.org/A5072108348"],"corresponding_institution_ids":["https://openalex.org/I145608581"],"apc_list":null,"apc_paid":null,"fwci":2.1606,"has_fulltext":false,"cited_by_count":38,"citation_normalized_percentile":{"value":0.88844673,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":99},"biblio":{"volume":"36","issue":"1","first_page":"82","last_page":"94"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11309","display_name":"Music and Audio Processing","score":0.9998999834060669,"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":0.9998999834060669,"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":0.9995999932289124,"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/T11349","display_name":"Music Technology and Sound Studies","score":0.9991000294685364,"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/singing","display_name":"Singing","score":0.9337207674980164},{"id":"https://openalex.org/keywords/lyrics","display_name":"Lyrics","score":0.8531147241592407},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7208799123764038},{"id":"https://openalex.org/keywords/active-listening","display_name":"Active listening","score":0.6096190214157104},{"id":"https://openalex.org/keywords/human-voice","display_name":"Human voice","score":0.5756381154060364},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.5545887351036072},{"id":"https://openalex.org/keywords/audio-signal-processing","display_name":"Audio signal processing","score":0.5217612385749817},{"id":"https://openalex.org/keywords/frame","display_name":"Frame (networking)","score":0.4923616647720337},{"id":"https://openalex.org/keywords/voice-analysis","display_name":"Voice analysis","score":0.4536626935005188},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.4515780210494995},{"id":"https://openalex.org/keywords/musical","display_name":"Musical","score":0.44509702920913696},{"id":"https://openalex.org/keywords/auditory-scene-analysis","display_name":"Auditory scene analysis","score":0.4404074549674988},{"id":"https://openalex.org/keywords/audio-signal","display_name":"Audio signal","score":0.3430517315864563},{"id":"https://openalex.org/keywords/acoustics","display_name":"Acoustics","score":0.16170883178710938},{"id":"https://openalex.org/keywords/communication","display_name":"Communication","score":0.14918050169944763},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.1381847858428955},{"id":"https://openalex.org/keywords/perception","display_name":"Perception","score":0.13179132342338562},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.11255940794944763},{"id":"https://openalex.org/keywords/visual-arts","display_name":"Visual arts","score":0.10017520189285278},{"id":"https://openalex.org/keywords/speech-coding","display_name":"Speech coding","score":0.07389786839485168}],"concepts":[{"id":"https://openalex.org/C44819458","wikidata":"https://www.wikidata.org/wiki/Q27939","display_name":"Singing","level":2,"score":0.9337207674980164},{"id":"https://openalex.org/C2776436406","wikidata":"https://www.wikidata.org/wiki/Q602446","display_name":"Lyrics","level":2,"score":0.8531147241592407},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7208799123764038},{"id":"https://openalex.org/C177291462","wikidata":"https://www.wikidata.org/wiki/Q423038","display_name":"Active listening","level":2,"score":0.6096190214157104},{"id":"https://openalex.org/C20766975","wikidata":"https://www.wikidata.org/wiki/Q7390","display_name":"Human voice","level":2,"score":0.5756381154060364},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.5545887351036072},{"id":"https://openalex.org/C127220857","wikidata":"https://www.wikidata.org/wiki/Q2719318","display_name":"Audio signal processing","level":4,"score":0.5217612385749817},{"id":"https://openalex.org/C126042441","wikidata":"https://www.wikidata.org/wiki/Q1324888","display_name":"Frame (networking)","level":2,"score":0.4923616647720337},{"id":"https://openalex.org/C182964821","wikidata":"https://www.wikidata.org/wiki/Q7939498","display_name":"Voice analysis","level":2,"score":0.4536626935005188},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.4515780210494995},{"id":"https://openalex.org/C558565934","wikidata":"https://www.wikidata.org/wiki/Q2743","display_name":"Musical","level":2,"score":0.44509702920913696},{"id":"https://openalex.org/C38129911","wikidata":"https://www.wikidata.org/wiki/Q4820038","display_name":"Auditory scene analysis","level":3,"score":0.4404074549674988},{"id":"https://openalex.org/C64922751","wikidata":"https://www.wikidata.org/wiki/Q4650799","display_name":"Audio signal","level":3,"score":0.3430517315864563},{"id":"https://openalex.org/C24890656","wikidata":"https://www.wikidata.org/wiki/Q82811","display_name":"Acoustics","level":1,"score":0.16170883178710938},{"id":"https://openalex.org/C46312422","wikidata":"https://www.wikidata.org/wiki/Q11024","display_name":"Communication","level":1,"score":0.14918050169944763},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.1381847858428955},{"id":"https://openalex.org/C26760741","wikidata":"https://www.wikidata.org/wiki/Q160402","display_name":"Perception","level":2,"score":0.13179132342338562},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.11255940794944763},{"id":"https://openalex.org/C153349607","wikidata":"https://www.wikidata.org/wiki/Q36649","display_name":"Visual arts","level":1,"score":0.10017520189285278},{"id":"https://openalex.org/C13895895","wikidata":"https://www.wikidata.org/wiki/Q3270773","display_name":"Speech coding","level":2,"score":0.07389786839485168},{"id":"https://openalex.org/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","level":0,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.0},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/msp.2018.2875133","is_oa":false,"landing_page_url":"https://doi.org/10.1109/msp.2018.2875133","pdf_url":null,"source":{"id":"https://openalex.org/S120977877","display_name":"IEEE Signal Processing Magazine","issn_l":"1053-5888","issn":["1053-5888","1558-0792"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Signal Processing Magazine","raw_type":"journal-article"},{"id":"pmh:oai:fraunhofer.de:N-549537","is_oa":false,"landing_page_url":"http://publica.fraunhofer.de/documents/N-549537.html","pdf_url":null,"source":{"id":"https://openalex.org/S4306400801","display_name":"Publikationsdatenbank der Fraunhofer-Gesellschaft (Fraunhofer-Gesellschaft)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4923324","host_organization_name":"Fraunhofer-Gesellschaft","host_organization_lineage":["https://openalex.org/I4923324"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Fraunhofer IDMT","raw_type":"Journal Article"},{"id":"pmh:oai:publica.fraunhofer.de:publica/258144","is_oa":false,"landing_page_url":"https://publica.fraunhofer.de/handle/publica/258144","pdf_url":null,"source":{"id":"https://openalex.org/S4306400318","display_name":"Fraunhofer-Publica (Fraunhofer-Gesellschaft)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4923324","host_organization_name":"Fraunhofer-Gesellschaft","host_organization_lineage":["https://openalex.org/I4923324"],"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":"journal article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Quality Education","score":0.7599999904632568,"id":"https://metadata.un.org/sdg/4"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":53,"referenced_works":["https://openalex.org/W99528949","https://openalex.org/W112239495","https://openalex.org/W1561108605","https://openalex.org/W1580780811","https://openalex.org/W1585181552","https://openalex.org/W1963838958","https://openalex.org/W1970097908","https://openalex.org/W2052675777","https://openalex.org/W2060895888","https://openalex.org/W2072206615","https://openalex.org/W2099773255","https://openalex.org/W2102870814","https://openalex.org/W2111331420","https://openalex.org/W2124758433","https://openalex.org/W2134387846","https://openalex.org/W2144827818","https://openalex.org/W2152591660","https://openalex.org/W2161632835","https://openalex.org/W2164336224","https://openalex.org/W2168987487","https://openalex.org/W2169081556","https://openalex.org/W2174518663","https://openalex.org/W2295834676","https://openalex.org/W2396022337","https://openalex.org/W2406222150","https://openalex.org/W2552071709","https://openalex.org/W2559344484","https://openalex.org/W2577008904","https://openalex.org/W2577202280","https://openalex.org/W2664741028","https://openalex.org/W2673758101","https://openalex.org/W2773294482","https://openalex.org/W2790858698","https://openalex.org/W2791336153","https://openalex.org/W2796571515","https://openalex.org/W2798069802","https://openalex.org/W2888839658","https://openalex.org/W2902796839","https://openalex.org/W2903032817","https://openalex.org/W2977305403","https://openalex.org/W6604053933","https://openalex.org/W6604617924","https://openalex.org/W6634989905","https://openalex.org/W6685783798","https://openalex.org/W6697751744","https://openalex.org/W6729728456","https://openalex.org/W6732421929","https://openalex.org/W6732426729","https://openalex.org/W6746836464","https://openalex.org/W6754608472","https://openalex.org/W6756560125","https://openalex.org/W6757202746","https://openalex.org/W6894256267"],"related_works":["https://openalex.org/W3207249698","https://openalex.org/W2566766850","https://openalex.org/W3132121394","https://openalex.org/W3160569418","https://openalex.org/W2972661379","https://openalex.org/W2964150074","https://openalex.org/W2144731719","https://openalex.org/W2242127769","https://openalex.org/W2906098386","https://openalex.org/W55723365"],"abstract_inverted_index":{"Humans":[0],"have":[1],"devised":[2],"a":[3,60,108],"vast":[4],"array":[5],"of":[6,71,80,90,97,102],"musical":[7,95],"instruments,":[8],"but":[9],"the":[10,15,27,35,49,69,76,81,94,100,124],"most":[11],"prevalent":[12],"instrument":[13],"remains":[14],"human":[16],"voice.":[17],"Thus,":[18],"techniques":[19],"for":[20,111],"applying":[21],"audio":[22],"signal":[23],"processing":[24],"methods":[25],"to":[26,38,47,54,68,106,114],"singing":[28,101],"voice":[29],"are":[30],"receiving":[31],"much":[32],"attention":[33],"as":[34,44],"world":[36],"continues":[37],"move":[39],"toward":[40],"music-streaming":[41],"services":[42],"and":[43,78,99,117,121],"researchers":[45],"seek":[46],"unlock":[48],"deep":[50],"content":[51],"understanding":[52],"necessary":[53],"enable":[55],"personalized":[56],"listening":[57],"experiences":[58],"on":[59,123],"large":[61],"scale.":[62],"This":[63],"article":[64],"provides":[65],"an":[66],"introduction":[67],"topic":[70],"singing-voice":[72],"analysis.":[73],"It":[74],"surveys":[75],"foundations":[77],"state":[79],"art":[82],"in":[83],"computational":[84],"modeling":[85],"across":[86],"three":[87],"main":[88],"categories":[89],"singing:":[91],"general":[92],"vocalizations,":[93],"function":[96],"voice,":[98],"lyrics.":[103],"We":[104],"aim":[105],"establish":[107],"starting":[109],"point":[110],"practitioners":[112],"new":[113],"this":[115],"field":[116],"frame":[118],"near-field":[119],"opportunities":[120],"challenges":[122],"horizon.":[125]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":6},{"year":2022,"cited_by_count":11},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":5},{"year":2019,"cited_by_count":4}],"updated_date":"2026-05-04T08:30:34.212998","created_date":"2019-01-01T00:00:00"}