{"id":"https://openalex.org/W4362663367","doi":"https://doi.org/10.1007/s11227-023-05192-5","title":"The music demixing machine: toward real-time remixing of classical music","display_name":"The music demixing machine: toward real-time remixing of classical music","publication_year":2023,"publication_date":"2023-04-06","ids":{"openalex":"https://openalex.org/W4362663367","doi":"https://doi.org/10.1007/s11227-023-05192-5"},"language":"en","primary_location":{"id":"doi:10.1007/s11227-023-05192-5","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s11227-023-05192-5","pdf_url":"https://link.springer.com/content/pdf/10.1007/s11227-023-05192-5.pdf","source":{"id":"https://openalex.org/S32326811","display_name":"The Journal of Supercomputing","issn_l":"0920-8542","issn":["0920-8542","1573-0484"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","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":"The Journal of Supercomputing","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://link.springer.com/content/pdf/10.1007/s11227-023-05192-5.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5059240406","display_name":"Pablo Caba\u00f1as\u2010Molero","orcid":"https://orcid.org/0000-0002-2452-6037"},"institutions":[{"id":"https://openalex.org/I191420491","display_name":"Universidad de Ja\u00e9n","ror":"https://ror.org/0122p5f64","country_code":"ES","type":"education","lineage":["https://openalex.org/I191420491"]}],"countries":["ES"],"is_corresponding":true,"raw_author_name":"Pablo Caba\u00f1as-Molero","raw_affiliation_strings":["Department of Telecommunication Engineering, University of Jaen, Campus Cientifico-Tecnologico de Linares, 23700, Linares, Jaen, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Telecommunication Engineering, University of Jaen, Campus Cientifico-Tecnologico de Linares, 23700, Linares, Jaen, Spain","institution_ids":["https://openalex.org/I191420491"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5024808450","display_name":"Antonio J. Mu\u00f1oz-Montoro","orcid":"https://orcid.org/0000-0001-9518-8955"},"institutions":[{"id":"https://openalex.org/I165339363","display_name":"Universidad de Oviedo","ror":"https://ror.org/006gksa02","country_code":"ES","type":"education","lineage":["https://openalex.org/I165339363"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Antonio J. Mu\u00f1oz-Montoro","raw_affiliation_strings":["Department of Computer Science, University of Oviedo, Campus de Gij\u00f3n, 33204, Gij\u00f3n, Asturias, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Oviedo, Campus de Gij\u00f3n, 33204, Gij\u00f3n, Asturias, Spain","institution_ids":["https://openalex.org/I165339363"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5064887627","display_name":"P. Vera\u2010Candeas","orcid":"https://orcid.org/0000-0003-0866-703X"},"institutions":[{"id":"https://openalex.org/I191420491","display_name":"Universidad de Ja\u00e9n","ror":"https://ror.org/0122p5f64","country_code":"ES","type":"education","lineage":["https://openalex.org/I191420491"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Pedro Vera-Candeas","raw_affiliation_strings":["Department of Telecommunication Engineering, University of Jaen, Campus Cientifico-Tecnologico de Linares, 23700, Linares, Jaen, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Telecommunication Engineering, University of Jaen, Campus Cientifico-Tecnologico de Linares, 23700, Linares, Jaen, Spain","institution_ids":["https://openalex.org/I191420491"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5023349682","display_name":"Jos\u00e9 Ranilla","orcid":"https://orcid.org/0000-0003-2941-3741"},"institutions":[{"id":"https://openalex.org/I165339363","display_name":"Universidad de Oviedo","ror":"https://ror.org/006gksa02","country_code":"ES","type":"education","lineage":["https://openalex.org/I165339363"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Jos\u00e9 Ranilla","raw_affiliation_strings":["Department of Computer Science, University of Oviedo, Campus de Gij\u00f3n, 33204, Gij\u00f3n, Asturias, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Oviedo, Campus de Gij\u00f3n, 33204, Gij\u00f3n, Asturias, Spain","institution_ids":["https://openalex.org/I165339363"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5059240406"],"corresponding_institution_ids":["https://openalex.org/I191420491"],"apc_list":{"value":2390,"currency":"EUR","value_usd":2990},"apc_paid":{"value":2390,"currency":"EUR","value_usd":2990},"fwci":0.3685,"has_fulltext":true,"cited_by_count":3,"citation_normalized_percentile":{"value":0.52036647,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":"79","issue":"13","first_page":"14342","last_page":"14357"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10860","display_name":"Speech 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/T10860","display_name":"Speech 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/T11309","display_name":"Music and Audio Processing","score":0.9997000098228455,"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/T11447","display_name":"Blind Source Separation Techniques","score":0.9995999932289124,"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/computer-science","display_name":"Computer science","score":0.8807073831558228},{"id":"https://openalex.org/keywords/panning","display_name":"Panning (audio)","score":0.6755773425102234},{"id":"https://openalex.org/keywords/microphone","display_name":"Microphone","score":0.6385729312896729},{"id":"https://openalex.org/keywords/non-negative-matrix-factorization","display_name":"Non-negative matrix factorization","score":0.5830498933792114},{"id":"https://openalex.org/keywords/mixing","display_name":"Mixing (physics)","score":0.5033125281333923},{"id":"https://openalex.org/keywords/latency","display_name":"Latency (audio)","score":0.4897334575653076},{"id":"https://openalex.org/keywords/source-separation","display_name":"Source separation","score":0.4651098847389221},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.4590728282928467},{"id":"https://openalex.org/keywords/matrix-decomposition","display_name":"Matrix decomposition","score":0.3992858827114105},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.3762461543083191},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.3337544798851013},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.1339138150215149},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.06819820404052734}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8807073831558228},{"id":"https://openalex.org/C108944566","wikidata":"https://www.wikidata.org/wiki/Q1524510","display_name":"Panning (audio)","level":4,"score":0.6755773425102234},{"id":"https://openalex.org/C2778263558","wikidata":"https://www.wikidata.org/wiki/Q46384","display_name":"Microphone","level":3,"score":0.6385729312896729},{"id":"https://openalex.org/C152671427","wikidata":"https://www.wikidata.org/wiki/Q10843505","display_name":"Non-negative matrix factorization","level":4,"score":0.5830498933792114},{"id":"https://openalex.org/C138777275","wikidata":"https://www.wikidata.org/wiki/Q6884054","display_name":"Mixing (physics)","level":2,"score":0.5033125281333923},{"id":"https://openalex.org/C82876162","wikidata":"https://www.wikidata.org/wiki/Q17096504","display_name":"Latency (audio)","level":2,"score":0.4897334575653076},{"id":"https://openalex.org/C2776864781","wikidata":"https://www.wikidata.org/wiki/Q52617913","display_name":"Source separation","level":2,"score":0.4651098847389221},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.4590728282928467},{"id":"https://openalex.org/C42355184","wikidata":"https://www.wikidata.org/wiki/Q1361088","display_name":"Matrix decomposition","level":3,"score":0.3992858827114105},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.3762461543083191},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.3337544798851013},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.1339138150215149},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.06819820404052734},{"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/C158693339","wikidata":"https://www.wikidata.org/wiki/Q190524","display_name":"Eigenvalues and eigenvectors","level":2,"score":0.0},{"id":"https://openalex.org/C124913957","wikidata":"https://www.wikidata.org/wiki/Q1232548","display_name":"Zoom","level":3,"score":0.0},{"id":"https://openalex.org/C68115822","wikidata":"https://www.wikidata.org/wiki/Q1068172","display_name":"Sound pressure","level":2,"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/C78762247","wikidata":"https://www.wikidata.org/wiki/Q1273174","display_name":"Petroleum engineering","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/C15336307","wikidata":"https://www.wikidata.org/wiki/Q1766051","display_name":"Lens (geology)","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s11227-023-05192-5","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s11227-023-05192-5","pdf_url":"https://link.springer.com/content/pdf/10.1007/s11227-023-05192-5.pdf","source":{"id":"https://openalex.org/S32326811","display_name":"The Journal of Supercomputing","issn_l":"0920-8542","issn":["0920-8542","1573-0484"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","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":"The Journal of Supercomputing","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1007/s11227-023-05192-5","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s11227-023-05192-5","pdf_url":"https://link.springer.com/content/pdf/10.1007/s11227-023-05192-5.pdf","source":{"id":"https://openalex.org/S32326811","display_name":"The Journal of Supercomputing","issn_l":"0920-8542","issn":["0920-8542","1573-0484"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","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":"The Journal of Supercomputing","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320324132","display_name":"Universidad de Ja\u00e9n","ror":"https://ror.org/0122p5f64"}],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W4362663367.pdf"},"referenced_works_count":18,"referenced_works":["https://openalex.org/W2069132074","https://openalex.org/W2112728813","https://openalex.org/W2114508388","https://openalex.org/W2121895216","https://openalex.org/W2127851351","https://openalex.org/W2166444141","https://openalex.org/W2168273590","https://openalex.org/W2759171953","https://openalex.org/W2782864721","https://openalex.org/W2783473931","https://openalex.org/W2801528485","https://openalex.org/W2903502793","https://openalex.org/W2972411915","https://openalex.org/W3020645803","https://openalex.org/W3037149862","https://openalex.org/W3081267827","https://openalex.org/W3101943858","https://openalex.org/W4210921921"],"related_works":["https://openalex.org/W2037504162","https://openalex.org/W2774154397","https://openalex.org/W1979654135","https://openalex.org/W2156699640","https://openalex.org/W2112728813","https://openalex.org/W2158112352","https://openalex.org/W2562551209","https://openalex.org/W2998100475","https://openalex.org/W2727555965","https://openalex.org/W2067321973"],"abstract_inverted_index":{"Abstract":[0],"Classical":[1],"music,":[2,5],"unlike":[3],"popular":[4],"is":[6],"usually":[7],"recorded":[8],"live":[9],"with":[10,59,101],"close":[11],"microphone":[12],"techniques.":[13],"For":[14],"this":[15,43,66],"reason,":[16],"isolated":[17],"tracks":[18],"are":[19,38,48],"not":[20,49],"available":[21],"to":[22,42,52,82,98],"create":[23],"the":[24,29,88],"final":[25],"mixture/stream,":[26],"and":[27,63,105],"so":[28],"mixing":[30],"process":[31],"requires":[32],"greater":[33],"effort.":[34],"Source":[35],"separation":[36,55],"methods":[37],"a":[39,70,75],"potential":[40],"solution":[41],"problem.":[44],"However,":[45],"current":[46],"algorithms":[47],"fast":[50,71],"enough":[51],"yield":[53],"real-time":[54,100],"in":[56],"professional":[57,92],"setups":[58],"dozens":[60],"of":[61,74],"microphones":[62],"sources.":[64],"In":[65],"paper,":[67],"we":[68,95],"propose":[69],"approach":[72],"consisting":[73],"panning-based":[76],"multichannel":[77],"non-negative":[78],"matrix":[79],"factorization":[80],"model":[81],"separate":[83],"classical":[84],"music.":[85],"We":[86],"tested":[87],"system":[89],"on":[90],"real":[91],"recordings,":[93],"where":[94],"were":[96],"able":[97],"reach":[99],"very":[102],"low":[103],"latency":[104],"promising":[106],"quality.":[107]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1},{"year":2022,"cited_by_count":1}],"updated_date":"2026-06-13T06:13:01.061226","created_date":"2025-10-10T00:00:00"}