{"id":"https://openalex.org/W3015302827","doi":"https://doi.org/10.1109/icassp40776.2020.9054552","title":"Bio-Mimetic Attentional Feedback in Music Source Separation","display_name":"Bio-Mimetic Attentional Feedback in Music Source Separation","publication_year":2020,"publication_date":"2020-04-09","ids":{"openalex":"https://openalex.org/W3015302827","doi":"https://doi.org/10.1109/icassp40776.2020.9054552","mag":"3015302827"},"language":"en","primary_location":{"id":"doi:10.1109/icassp40776.2020.9054552","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icassp40776.2020.9054552","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ICASSP 2020 - 2020 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/A5114142044","display_name":"Ashwin Bellur","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":"Ashwin Bellur","raw_affiliation_strings":["Laboratory for Computational Audio Perception, Johns Hopkins University"],"affiliations":[{"raw_affiliation_string":"Laboratory for Computational Audio Perception, Johns Hopkins University","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":["Laboratory for Computational Audio Perception, Johns Hopkins University"],"affiliations":[{"raw_affiliation_string":"Laboratory for Computational Audio Perception, Johns Hopkins University","institution_ids":["https://openalex.org/I145311948"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5114142044"],"corresponding_institution_ids":["https://openalex.org/I145311948"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.03120474,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"18","issue":null,"first_page":"8718","last_page":"8722"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10860","display_name":"Speech and Audio Processing","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"}},"topics":[{"id":"https://openalex.org/T10860","display_name":"Speech and Audio Processing","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"}},{"id":"https://openalex.org/T10581","display_name":"Neural dynamics and brain function","score":0.9987999796867371,"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/T10283","display_name":"Hearing Loss and Rehabilitation","score":0.9984999895095825,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6181838512420654},{"id":"https://openalex.org/keywords/perception","display_name":"Perception","score":0.616866409778595},{"id":"https://openalex.org/keywords/coherence","display_name":"Coherence (philosophical gambling strategy)","score":0.529653012752533},{"id":"https://openalex.org/keywords/encode","display_name":"ENCODE","score":0.4585546851158142},{"id":"https://openalex.org/keywords/representation","display_name":"Representation (politics)","score":0.4325445890426636},{"id":"https://openalex.org/keywords/bottleneck","display_name":"Bottleneck","score":0.4119178056716919},{"id":"https://openalex.org/keywords/cognitive-psychology","display_name":"Cognitive psychology","score":0.35684841871261597},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.2843360900878906},{"id":"https://openalex.org/keywords/neuroscience","display_name":"Neuroscience","score":0.11284798383712769}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6181838512420654},{"id":"https://openalex.org/C26760741","wikidata":"https://www.wikidata.org/wiki/Q160402","display_name":"Perception","level":2,"score":0.616866409778595},{"id":"https://openalex.org/C2781181686","wikidata":"https://www.wikidata.org/wiki/Q4226068","display_name":"Coherence (philosophical gambling strategy)","level":2,"score":0.529653012752533},{"id":"https://openalex.org/C66746571","wikidata":"https://www.wikidata.org/wiki/Q1134833","display_name":"ENCODE","level":3,"score":0.4585546851158142},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.4325445890426636},{"id":"https://openalex.org/C2780513914","wikidata":"https://www.wikidata.org/wiki/Q18210350","display_name":"Bottleneck","level":2,"score":0.4119178056716919},{"id":"https://openalex.org/C180747234","wikidata":"https://www.wikidata.org/wiki/Q23373","display_name":"Cognitive psychology","level":1,"score":0.35684841871261597},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.2843360900878906},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.11284798383712769},{"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/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0},{"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/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"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":1,"locations":[{"id":"doi:10.1109/icassp40776.2020.9054552","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icassp40776.2020.9054552","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.5,"display_name":"Reduced inequalities","id":"https://metadata.un.org/sdg/10"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":41,"referenced_works":["https://openalex.org/W1514535095","https://openalex.org/W1555814299","https://openalex.org/W1901129140","https://openalex.org/W1985466488","https://openalex.org/W2014570184","https://openalex.org/W2022697906","https://openalex.org/W2043465334","https://openalex.org/W2047375012","https://openalex.org/W2054297915","https://openalex.org/W2082183045","https://openalex.org/W2104298926","https://openalex.org/W2105069425","https://openalex.org/W2107938580","https://openalex.org/W2118695645","https://openalex.org/W2124539664","https://openalex.org/W2127851351","https://openalex.org/W2158904676","https://openalex.org/W2470673105","https://openalex.org/W2569294598","https://openalex.org/W2606067354","https://openalex.org/W2607268939","https://openalex.org/W2766607545","https://openalex.org/W2774707525","https://openalex.org/W2782360754","https://openalex.org/W2791956393","https://openalex.org/W2918555356","https://openalex.org/W2963073614","https://openalex.org/W2963697785","https://openalex.org/W2963698842","https://openalex.org/W2963723765","https://openalex.org/W2963750251","https://openalex.org/W2963992487","https://openalex.org/W3000306765","https://openalex.org/W6630875275","https://openalex.org/W6639824700","https://openalex.org/W6678626330","https://openalex.org/W6729966448","https://openalex.org/W6746914816","https://openalex.org/W6749158954","https://openalex.org/W6751356808","https://openalex.org/W6760029326"],"related_works":["https://openalex.org/W2595172197","https://openalex.org/W2084856301","https://openalex.org/W2127970246","https://openalex.org/W2885125400","https://openalex.org/W1989889224","https://openalex.org/W4382618745","https://openalex.org/W1973775000","https://openalex.org/W2748922771","https://openalex.org/W1987128138","https://openalex.org/W2743976221"],"abstract_inverted_index":{"Attention":[0],"plays":[1],"a":[2,109,157],"vital":[3],"role":[4,39],"in":[5,23,53,70,73,185],"helping":[6],"us":[7],"navigate":[8],"our":[9],"acoustic":[10],"surroundings.":[11],"It":[12],"guides":[13],"sensory":[14,92],"processing":[15],"to":[16,34,48,82,95,131,137,200,202],"sift":[17],"through":[18],"the":[19,28,54,71,91,98,114,122,161,182,208],"cacophony":[20],"of":[21,30,124,145,163,181],"sounds":[22,32],"everyday":[24],"scenes":[25],"and":[26,56,175],"modulates":[27],"representation":[29],"targets":[31],"relative":[33,136],"distractors.":[35],"While":[36],"its":[37,58],"conceptual":[38],"is":[40,87,104],"well":[41],"established,":[42],"there":[43],"are":[44,119],"competing":[45,154],"theories":[46,155,171],"as":[47,78,108,140],"how":[49,57],"attentional":[50,75,195,209],"feedback":[51,76],"operates":[52,77],"brain":[55],"mechanistic":[59],"underpinnings":[60],"can":[61,197],"be":[62,198],"incorporated":[63],"into":[64],"computational":[65],"systems.":[66],"These":[67],"interpretations":[68],"differ":[69],"manner":[72],"which":[74],"an":[79],"information":[80],"bottleneck":[81],"aid":[83],"perception.":[84],"One":[85],"interpretation":[86,103],"that":[88,105,112,128,169,192],"attention":[89,106,129],"adapts":[90],"mapping":[93],"itself":[94],"encode":[96],"only":[97,207],"target":[99,115,146],"cues.":[100],"An":[101],"alternative":[102],"behaves":[107],"gain":[110],"modulator":[111],"enhances":[113],"cues":[116],"after":[117],"they":[118],"encoded.":[120],"Further,":[121],"theory":[123],"temporal":[125],"coherence":[126],"states":[127],"seeks":[130],"bind":[132],"temporally":[133],"coherent":[134],"features":[135,139],"anchor":[138],"determined":[141],"by":[142,205],"prior":[143],"knowledge":[144],"objects.":[147],"In":[148],"this":[149],"work,":[150],"we":[151],"study":[152],"these":[153,170],"within":[156],"deep-network":[158],"framework":[159],"for":[160],"task":[162],"music":[164,186],"source":[165,187],"separation.":[166,188],"We":[167,189],"show":[168,191],"complement":[172],"each":[173],"other,":[174],"when":[176],"employed":[177],"together,":[178],"yield":[179],"state":[180],"art":[183],"performance":[184],"further":[190],"systems":[193],"with":[194,211],"mechanisms":[196],"made":[199],"scale":[201],"mismatched":[203],"conditions":[204],"retuning":[206],"modules":[210],"minimal":[212],"data.":[213]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
