{"id":"https://openalex.org/W4375869173","doi":"https://doi.org/10.1109/icassp49357.2023.10095497","title":"Deepspace: Dynamic Spatial and Source CUE Based Source Separation for Dialog Enhancement","display_name":"Deepspace: Dynamic Spatial and Source CUE Based Source Separation for Dialog Enhancement","publication_year":2023,"publication_date":"2023-05-05","ids":{"openalex":"https://openalex.org/W4375869173","doi":"https://doi.org/10.1109/icassp49357.2023.10095497"},"language":"en","primary_location":{"id":"doi:10.1109/icassp49357.2023.10095497","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/icassp49357.2023.10095497","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ICASSP 2023 - 2023 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/A5051880508","display_name":"Aaron Master","orcid":null},"institutions":[{"id":"https://openalex.org/I4210093996","display_name":"Dolby (United States)","ror":"https://ror.org/01eyenr26","country_code":"US","type":"company","lineage":["https://openalex.org/I4210093996"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Aaron Master","raw_affiliation_strings":["Dolby Laboratories, Inc,San Francisco,United States,CA 94103"],"affiliations":[{"raw_affiliation_string":"Dolby Laboratories, Inc,San Francisco,United States,CA 94103","institution_ids":["https://openalex.org/I4210093996"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5110491600","display_name":"Lie Lu","orcid":null},"institutions":[{"id":"https://openalex.org/I4210093996","display_name":"Dolby (United States)","ror":"https://ror.org/01eyenr26","country_code":"US","type":"company","lineage":["https://openalex.org/I4210093996"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Lie Lu","raw_affiliation_strings":["Dolby Laboratories, Inc,San Francisco,United States,CA 94103"],"affiliations":[{"raw_affiliation_string":"Dolby Laboratories, Inc,San Francisco,United States,CA 94103","institution_ids":["https://openalex.org/I4210093996"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5113492677","display_name":"Jonas Samuelsson","orcid":null},"institutions":[{"id":"https://openalex.org/I4210093833","display_name":"Dolby (Sweden)","ror":"https://ror.org/00gqs6306","country_code":"SE","type":"company","lineage":["https://openalex.org/I4210093833","https://openalex.org/I4210093996"]}],"countries":["SE"],"is_corresponding":false,"raw_author_name":"Jonas Samuelsson","raw_affiliation_strings":["Dolby Sweden AB,Stockholm,Sweden,113 30"],"affiliations":[{"raw_affiliation_string":"Dolby Sweden AB,Stockholm,Sweden,113 30","institution_ids":["https://openalex.org/I4210093833"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5053196656","display_name":"Heidi-Maria Lehtonen","orcid":null},"institutions":[{"id":"https://openalex.org/I4210093833","display_name":"Dolby (Sweden)","ror":"https://ror.org/00gqs6306","country_code":"SE","type":"company","lineage":["https://openalex.org/I4210093833","https://openalex.org/I4210093996"]}],"countries":["SE"],"is_corresponding":false,"raw_author_name":"Heidi-Maria Lehtonen","raw_affiliation_strings":["Dolby Sweden AB,Stockholm,Sweden,113 30"],"affiliations":[{"raw_affiliation_string":"Dolby Sweden AB,Stockholm,Sweden,113 30","institution_ids":["https://openalex.org/I4210093833"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5013015023","display_name":"Scott G. Norcross","orcid":null},"institutions":[{"id":"https://openalex.org/I4210093996","display_name":"Dolby (United States)","ror":"https://ror.org/01eyenr26","country_code":"US","type":"company","lineage":["https://openalex.org/I4210093996"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Scott Norcross","raw_affiliation_strings":["Dolby Laboratories, Inc,San Francisco,United States,CA 94103"],"affiliations":[{"raw_affiliation_string":"Dolby Laboratories, Inc,San Francisco,United States,CA 94103","institution_ids":["https://openalex.org/I4210093996"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5071013456","display_name":"Nathan Swedlow","orcid":null},"institutions":[{"id":"https://openalex.org/I4210093996","display_name":"Dolby (United States)","ror":"https://ror.org/01eyenr26","country_code":"US","type":"company","lineage":["https://openalex.org/I4210093996"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Nathan Swedlow","raw_affiliation_strings":["Dolby Laboratories, Inc,San Francisco,United States,CA 94103"],"affiliations":[{"raw_affiliation_string":"Dolby Laboratories, Inc,San Francisco,United States,CA 94103","institution_ids":["https://openalex.org/I4210093996"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5025883751","display_name":"Audrey Howard","orcid":null},"institutions":[{"id":"https://openalex.org/I4210093996","display_name":"Dolby (United States)","ror":"https://ror.org/01eyenr26","country_code":"US","type":"company","lineage":["https://openalex.org/I4210093996"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Audrey Howard","raw_affiliation_strings":["Dolby Laboratories, Inc,San Francisco,United States,CA 94103"],"affiliations":[{"raw_affiliation_string":"Dolby Laboratories, Inc,San Francisco,United States,CA 94103","institution_ids":["https://openalex.org/I4210093996"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5051880508"],"corresponding_institution_ids":["https://openalex.org/I4210093996"],"apc_list":null,"apc_paid":null,"fwci":0.4066,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.5424673,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"5"},"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/T11233","display_name":"Advanced Adaptive Filtering Techniques","score":0.9987000226974487,"subfield":{"id":"https://openalex.org/subfields/2206","display_name":"Computational Mechanics"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11309","display_name":"Music and Audio Processing","score":0.9948999881744385,"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/dialog-box","display_name":"Dialog box","score":0.8642874360084534},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8092500567436218},{"id":"https://openalex.org/keywords/source-separation","display_name":"Source separation","score":0.6833508014678955},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6037842035293579},{"id":"https://openalex.org/keywords/blind-signal-separation","display_name":"Blind signal separation","score":0.5585659146308899},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.5388789176940918},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.5150408744812012},{"id":"https://openalex.org/keywords/active-listening","display_name":"Active listening","score":0.47786587476730347},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3339943587779999},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.332294762134552},{"id":"https://openalex.org/keywords/channel","display_name":"Channel (broadcasting)","score":0.09359955787658691}],"concepts":[{"id":"https://openalex.org/C173853756","wikidata":"https://www.wikidata.org/wiki/Q86915","display_name":"Dialog box","level":2,"score":0.8642874360084534},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8092500567436218},{"id":"https://openalex.org/C2776864781","wikidata":"https://www.wikidata.org/wiki/Q52617913","display_name":"Source separation","level":2,"score":0.6833508014678955},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6037842035293579},{"id":"https://openalex.org/C120317606","wikidata":"https://www.wikidata.org/wiki/Q17105967","display_name":"Blind signal separation","level":3,"score":0.5585659146308899},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.5388789176940918},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.5150408744812012},{"id":"https://openalex.org/C177291462","wikidata":"https://www.wikidata.org/wiki/Q423038","display_name":"Active listening","level":2,"score":0.47786587476730347},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3339943587779999},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.332294762134552},{"id":"https://openalex.org/C127162648","wikidata":"https://www.wikidata.org/wiki/Q16858953","display_name":"Channel (broadcasting)","level":2,"score":0.09359955787658691},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.0},{"id":"https://openalex.org/C46312422","wikidata":"https://www.wikidata.org/wiki/Q11024","display_name":"Communication","level":1,"score":0.0},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icassp49357.2023.10095497","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/icassp49357.2023.10095497","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.6100000143051147,"display_name":"Quality Education","id":"https://metadata.un.org/sdg/4"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":28,"referenced_works":["https://openalex.org/W1525924796","https://openalex.org/W1552314771","https://openalex.org/W1607435270","https://openalex.org/W2067295501","https://openalex.org/W2806010960","https://openalex.org/W2918296821","https://openalex.org/W2949756029","https://openalex.org/W2968860202","https://openalex.org/W2972460025","https://openalex.org/W3033736971","https://openalex.org/W3092864146","https://openalex.org/W3093730058","https://openalex.org/W3094328007","https://openalex.org/W3096408984","https://openalex.org/W3160085755","https://openalex.org/W3162501355","https://openalex.org/W3197627016","https://openalex.org/W4225302959","https://openalex.org/W4225905067","https://openalex.org/W4226106140","https://openalex.org/W4246413440","https://openalex.org/W6636170946","https://openalex.org/W6667372801","https://openalex.org/W6757632829","https://openalex.org/W6784410603","https://openalex.org/W6784807738","https://openalex.org/W6795240663","https://openalex.org/W6811551094"],"related_works":["https://openalex.org/W1509813908","https://openalex.org/W2031820693","https://openalex.org/W3024816962","https://openalex.org/W973023320","https://openalex.org/W1910172735","https://openalex.org/W2118307209","https://openalex.org/W2107364365","https://openalex.org/W2539388437","https://openalex.org/W2107688514","https://openalex.org/W2137288760"],"abstract_inverted_index":{"Dialog":[0],"Enhancement":[1],"(DE)":[2],"is":[3,30,33],"a":[4,8],"feature":[5],"which":[6,47],"allows":[7],"user":[9],"to":[10,22,59,90,105],"increase":[11],"the":[12,27,44,98],"level":[13],"of":[14,100],"dialog":[15,72],"in":[16],"TV":[17],"or":[18],"movie":[19],"content":[20],"relative":[21,89],"nondialog":[23],"sounds.":[24],"When":[25],"only":[26],"original":[28],"mix":[29],"available,":[31],"DE":[32,108],"\"unguided,\"":[34],"and":[35,56,69,74],"requires":[36],"source":[37,49,57],"separation.":[38],"In":[39],"this":[40],"paper,":[41],"we":[42,80],"describe":[43],"DeepSpace":[45,83],"system,":[46],"performs":[48],"separation":[50],"using":[51,101],"both":[52],"dynamic":[53],"spatial":[54],"cues":[55,58],"support":[60],"unguided":[61,107],"DE.":[62],"Its":[63],"technologies":[64],"include":[65],"spatio-level":[66],"filtering":[67],"(SLF)":[68],"deep-learning":[70],"based":[71],"classification":[73],"denoising.":[75],"Using":[76],"subjective":[77],"listening":[78],"tests,":[79],"show":[81],"that":[82],"demonstrates":[84],"significantly":[85],"improved":[86],"overall":[87],"performance":[88],"state-of-the-art":[91],"systems":[92],"available":[93],"for":[94],"testing.":[95],"We":[96],"explore":[97],"feasibility":[99],"existing":[102],"automated":[103],"metrics":[104],"evaluate":[106],"systems.":[109]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1}],"updated_date":"2025-12-23T23:11:35.936235","created_date":"2025-10-10T00:00:00"}
