{"id":"https://openalex.org/W4393405428","doi":"https://doi.org/10.1109/tpami.2024.3384034","title":"An Audio-Visual Speech Separation Model Inspired by Cortico-Thalamo-Cortical Circuits","display_name":"An Audio-Visual Speech Separation Model Inspired by Cortico-Thalamo-Cortical Circuits","publication_year":2024,"publication_date":"2024-04-02","ids":{"openalex":"https://openalex.org/W4393405428","doi":"https://doi.org/10.1109/tpami.2024.3384034","pmid":"https://pubmed.ncbi.nlm.nih.gov/38564350"},"language":"en","primary_location":{"id":"doi:10.1109/tpami.2024.3384034","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tpami.2024.3384034","pdf_url":null,"source":{"id":"https://openalex.org/S199944782","display_name":"IEEE Transactions on Pattern Analysis and Machine Intelligence","issn_l":"0162-8828","issn":["0162-8828","1939-3539","2160-9292"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320439","host_organization_name":"IEEE Computer Society","host_organization_lineage":["https://openalex.org/P4310320439","https://openalex.org/P4310319808"],"host_organization_lineage_names":["IEEE Computer Society","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 Transactions on Pattern Analysis and Machine Intelligence","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"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/A5114246699","display_name":"Kai Li","orcid":"https://orcid.org/0000-0002-4960-3019"},"institutions":[{"id":"https://openalex.org/I144112489","display_name":"McGovern Institute for Brain Research","ror":"https://ror.org/05ymca674","country_code":"US","type":"facility","lineage":["https://openalex.org/I144112489","https://openalex.org/I63966007"]},{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]}],"countries":["CN","US"],"is_corresponding":true,"raw_author_name":"Kai Li","raw_affiliation_strings":["Department of Computer Science and Technology, Institute for Artificial Intelligence, BNRist, IDG/McGovern Institute for Brain Research, Tsinghua Laboratory of Brain and Intelligence (THBI), Tsinghua University, Beijing, China","Department of Computer Science and Technology, Institute for Artificial Intelligence, State Key Laboratory of Intelligent Technology and Systems, BNRist, IDG/McGovern Institute for Brain Research, Tsinghua Laboratory of Brain and Intelligence (THBI), Tsinghua University, Beijing, China"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Technology, Institute for Artificial Intelligence, BNRist, IDG/McGovern Institute for Brain Research, Tsinghua Laboratory of Brain and Intelligence (THBI), Tsinghua University, Beijing, China","institution_ids":["https://openalex.org/I144112489"]},{"raw_affiliation_string":"Department of Computer Science and Technology, Institute for Artificial Intelligence, State Key Laboratory of Intelligent Technology and Systems, BNRist, IDG/McGovern Institute for Brain Research, Tsinghua Laboratory of Brain and Intelligence (THBI), Tsinghua University, Beijing, China","institution_ids":["https://openalex.org/I99065089"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5114246633","display_name":"Fenghua Xie","orcid":"https://orcid.org/0009-0004-5822-1161"},"institutions":[{"id":"https://openalex.org/I4210115644","display_name":"Chinese Institute for Brain Research","ror":"https://ror.org/029819q61","country_code":"CN","type":"government","lineage":["https://openalex.org/I4210115644"]},{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Fenghua Xie","raw_affiliation_strings":["Department of Biomedical Engineering, School of Medicine, IDG/McGovern Institute for Brain Research, Tsinghua Laboratory of Brain and Intelligence (THBI), Tsinghua University, Beijing, China"],"affiliations":[{"raw_affiliation_string":"Department of Biomedical Engineering, School of Medicine, IDG/McGovern Institute for Brain Research, Tsinghua Laboratory of Brain and Intelligence (THBI), Tsinghua University, Beijing, China","institution_ids":["https://openalex.org/I4210115644","https://openalex.org/I99065089"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100442517","display_name":"Hang Chen","orcid":"https://orcid.org/0009-0008-7585-033X"},"institutions":[{"id":"https://openalex.org/I144112489","display_name":"McGovern Institute for Brain Research","ror":"https://ror.org/05ymca674","country_code":"US","type":"facility","lineage":["https://openalex.org/I144112489","https://openalex.org/I63966007"]},{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]}],"countries":["CN","US"],"is_corresponding":false,"raw_author_name":"Hang Chen","raw_affiliation_strings":["Department of Computer Science and Technology, Institute for Artificial Intelligence, BNRist, IDG/McGovern Institute for Brain Research, Tsinghua Laboratory of Brain and Intelligence (THBI), Tsinghua University, Beijing, China","Department of Computer Science and Technology, Institute for Artificial Intelligence, State Key Laboratory of Intelligent Technology and Systems, BNRist, IDG/McGovern Institute for Brain Research, Tsinghua Laboratory of Brain and Intelligence (THBI), Tsinghua University, Beijing, China"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Technology, Institute for Artificial Intelligence, BNRist, IDG/McGovern Institute for Brain Research, Tsinghua Laboratory of Brain and Intelligence (THBI), Tsinghua University, Beijing, China","institution_ids":["https://openalex.org/I144112489"]},{"raw_affiliation_string":"Department of Computer Science and Technology, Institute for Artificial Intelligence, State Key Laboratory of Intelligent Technology and Systems, BNRist, IDG/McGovern Institute for Brain Research, Tsinghua Laboratory of Brain and Intelligence (THBI), Tsinghua University, Beijing, China","institution_ids":["https://openalex.org/I99065089"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5114246748","display_name":"Kexin Yuan","orcid":"https://orcid.org/0000-0002-4323-8997"},"institutions":[{"id":"https://openalex.org/I4210115644","display_name":"Chinese Institute for Brain Research","ror":"https://ror.org/029819q61","country_code":"CN","type":"government","lineage":["https://openalex.org/I4210115644"]},{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Kexin Yuan","raw_affiliation_strings":["Department of Biomedical Engineering, School of Medicine, IDG/McGovern Institute for Brain Research, Tsinghua Laboratory of Brain and Intelligence (THBI), Tsinghua University, Beijing, China"],"affiliations":[{"raw_affiliation_string":"Department of Biomedical Engineering, School of Medicine, IDG/McGovern Institute for Brain Research, Tsinghua Laboratory of Brain and Intelligence (THBI), Tsinghua University, Beijing, China","institution_ids":["https://openalex.org/I4210115644","https://openalex.org/I99065089"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5004579631","display_name":"Xiaolin Hu","orcid":"https://orcid.org/0000-0002-4907-7354"},"institutions":[{"id":"https://openalex.org/I144112489","display_name":"McGovern Institute for Brain Research","ror":"https://ror.org/05ymca674","country_code":"US","type":"facility","lineage":["https://openalex.org/I144112489","https://openalex.org/I63966007"]},{"id":"https://openalex.org/I4210115644","display_name":"Chinese Institute for Brain Research","ror":"https://ror.org/029819q61","country_code":"CN","type":"government","lineage":["https://openalex.org/I4210115644"]},{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]}],"countries":["CN","US"],"is_corresponding":false,"raw_author_name":"Xiaolin Hu","raw_affiliation_strings":["Department of Computer Science and Technology, Institute for Artificial Intelligence, BNRist, IDG/McGovern Institute for Brain Research, Tsinghua Laboratory of Brain and Intelligence (THBI), Tsinghua University, Beijing, China","Department of Computer Science and Technology, Institute for Artificial Intelligence, State Key Laboratory of Intelligent Technology and Systems, BNRist, IDG/McGovern Institute for Brain Research, Tsinghua Laboratory of Brain and Intelligence (THBI), Tsinghua University, Beijing, China","Chinese Institute for Brain Research (CIBR), Beijing, China"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Technology, Institute for Artificial Intelligence, BNRist, IDG/McGovern Institute for Brain Research, Tsinghua Laboratory of Brain and Intelligence (THBI), Tsinghua University, Beijing, China","institution_ids":["https://openalex.org/I144112489"]},{"raw_affiliation_string":"Department of Computer Science and Technology, Institute for Artificial Intelligence, State Key Laboratory of Intelligent Technology and Systems, BNRist, IDG/McGovern Institute for Brain Research, Tsinghua Laboratory of Brain and Intelligence (THBI), Tsinghua University, Beijing, China","institution_ids":["https://openalex.org/I99065089"]},{"raw_affiliation_string":"Chinese Institute for Brain Research (CIBR), Beijing, China","institution_ids":["https://openalex.org/I4210115644"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5114246699"],"corresponding_institution_ids":["https://openalex.org/I144112489","https://openalex.org/I99065089"],"apc_list":null,"apc_paid":null,"fwci":6.1604,"has_fulltext":false,"cited_by_count":18,"citation_normalized_percentile":{"value":0.97181009,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":100},"biblio":{"volume":"46","issue":"10","first_page":"6637","last_page":"6651"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10860","display_name":"Speech 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/T10860","display_name":"Speech 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/T10283","display_name":"Hearing Loss and Rehabilitation","score":0.9993000030517578,"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/T11447","display_name":"Blind Source Separation Techniques","score":0.9980000257492065,"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":0.7125670909881592},{"id":"https://openalex.org/keywords/sensory-system","display_name":"Sensory system","score":0.5501809120178223},{"id":"https://openalex.org/keywords/thalamus","display_name":"Thalamus","score":0.4388786554336548},{"id":"https://openalex.org/keywords/selective-auditory-attention","display_name":"Selective auditory attention","score":0.4262658655643463},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.424834668636322},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.413079172372818},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.3974109888076782},{"id":"https://openalex.org/keywords/neuroscience","display_name":"Neuroscience","score":0.30540332198143005},{"id":"https://openalex.org/keywords/selective-attention","display_name":"Selective attention","score":0.14830201864242554},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.11784398555755615},{"id":"https://openalex.org/keywords/cognition","display_name":"Cognition","score":0.0959557294845581}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7125670909881592},{"id":"https://openalex.org/C94487597","wikidata":"https://www.wikidata.org/wiki/Q11101","display_name":"Sensory system","level":2,"score":0.5501809120178223},{"id":"https://openalex.org/C2779246727","wikidata":"https://www.wikidata.org/wiki/Q184215","display_name":"Thalamus","level":2,"score":0.4388786554336548},{"id":"https://openalex.org/C100142294","wikidata":"https://www.wikidata.org/wiki/Q2070426","display_name":"Selective auditory attention","level":4,"score":0.4262658655643463},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.424834668636322},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.413079172372818},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.3974109888076782},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.30540332198143005},{"id":"https://openalex.org/C2989146674","wikidata":"https://www.wikidata.org/wiki/Q4818236","display_name":"Selective attention","level":3,"score":0.14830201864242554},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.11784398555755615},{"id":"https://openalex.org/C169900460","wikidata":"https://www.wikidata.org/wiki/Q2200417","display_name":"Cognition","level":2,"score":0.0959557294845581}],"mesh":[{"descriptor_ui":"D002540","descriptor_name":"Cerebral Cortex","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":false},{"descriptor_ui":"D002540","descriptor_name":"Cerebral Cortex","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":false},{"descriptor_ui":"D002540","descriptor_name":"Cerebral Cortex","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":false},{"descriptor_ui":"D002540","descriptor_name":"Cerebral Cortex","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":false},{"descriptor_ui":"D002540","descriptor_name":"Cerebral Cortex","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":false},{"descriptor_ui":"D002540","descriptor_name":"Cerebral Cortex","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D002540","descriptor_name":"Cerebral Cortex","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D002540","descriptor_name":"Cerebral Cortex","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D002540","descriptor_name":"Cerebral Cortex","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D002540","descriptor_name":"Cerebral Cortex","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008959","descriptor_name":"Models, Neurological","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008959","descriptor_name":"Models, Neurological","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008959","descriptor_name":"Models, Neurological","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008959","descriptor_name":"Models, Neurological","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008959","descriptor_name":"Models, Neurological","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D013788","descriptor_name":"Thalamus","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D013788","descriptor_name":"Thalamus","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D013788","descriptor_name":"Thalamus","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D013788","descriptor_name":"Thalamus","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D013788","descriptor_name":"Thalamus","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D013788","descriptor_name":"Thalamus","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":true},{"descriptor_ui":"D013788","descriptor_name":"Thalamus","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":true},{"descriptor_ui":"D013788","descriptor_name":"Thalamus","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":true},{"descriptor_ui":"D013788","descriptor_name":"Thalamus","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":true},{"descriptor_ui":"D013788","descriptor_name":"Thalamus","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":true},{"descriptor_ui":"D014796","descriptor_name":"Visual Perception","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D014796","descriptor_name":"Visual Perception","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D014796","descriptor_name":"Visual Perception","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D014796","descriptor_name":"Visual Perception","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D014796","descriptor_name":"Visual Perception","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true}],"locations_count":2,"locations":[{"id":"doi:10.1109/tpami.2024.3384034","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tpami.2024.3384034","pdf_url":null,"source":{"id":"https://openalex.org/S199944782","display_name":"IEEE Transactions on Pattern Analysis and Machine Intelligence","issn_l":"0162-8828","issn":["0162-8828","1939-3539","2160-9292"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320439","host_organization_name":"IEEE Computer Society","host_organization_lineage":["https://openalex.org/P4310320439","https://openalex.org/P4310319808"],"host_organization_lineage_names":["IEEE Computer Society","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 Transactions on Pattern Analysis and Machine Intelligence","raw_type":"journal-article"},{"id":"pmid:38564350","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/38564350","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":"IEEE transactions on pattern analysis and machine intelligence","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G4160143202","display_name":null,"funder_award_id":"61836014","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5379697419","display_name":null,"funder_award_id":"62061136001","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6645987955","display_name":null,"funder_award_id":"U19B2034","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":76,"referenced_works":["https://openalex.org/W638162393","https://openalex.org/W848568893","https://openalex.org/W1901129140","https://openalex.org/W1966000599","https://openalex.org/W1985823659","https://openalex.org/W1991139021","https://openalex.org/W2008817973","https://openalex.org/W2022799064","https://openalex.org/W2033151260","https://openalex.org/W2050160066","https://openalex.org/W2061641737","https://openalex.org/W2063182415","https://openalex.org/W2073227393","https://openalex.org/W2084311425","https://openalex.org/W2092550915","https://openalex.org/W2095198130","https://openalex.org/W2103212315","https://openalex.org/W2109288304","https://openalex.org/W2111636909","https://openalex.org/W2114861541","https://openalex.org/W2124304698","https://openalex.org/W2127851351","https://openalex.org/W2134188685","https://openalex.org/W2134629059","https://openalex.org/W2143169494","https://openalex.org/W2147800946","https://openalex.org/W2168908393","https://openalex.org/W2187089797","https://openalex.org/W2221409856","https://openalex.org/W2337199865","https://openalex.org/W2460742184","https://openalex.org/W2587150483","https://openalex.org/W2594690981","https://openalex.org/W2756928350","https://openalex.org/W2804652286","https://openalex.org/W2808631503","https://openalex.org/W2884436604","https://openalex.org/W2890952074","https://openalex.org/W2891205112","https://openalex.org/W2903257354","https://openalex.org/W2946035067","https://openalex.org/W2952218014","https://openalex.org/W2964058413","https://openalex.org/W2964171275","https://openalex.org/W2995796775","https://openalex.org/W3008400075","https://openalex.org/W3015199127","https://openalex.org/W3016011581","https://openalex.org/W3016361963","https://openalex.org/W3042857426","https://openalex.org/W3094607766","https://openalex.org/W3095717210","https://openalex.org/W3097653961","https://openalex.org/W3099330747","https://openalex.org/W3103434036","https://openalex.org/W3116298410","https://openalex.org/W3124666641","https://openalex.org/W3130553233","https://openalex.org/W3158245270","https://openalex.org/W3163652268","https://openalex.org/W3167533889","https://openalex.org/W3173382920","https://openalex.org/W3182657421","https://openalex.org/W3196347085","https://openalex.org/W4214601882","https://openalex.org/W4289665794","https://openalex.org/W4318985355","https://openalex.org/W4385823228","https://openalex.org/W6606244218","https://openalex.org/W6686207219","https://openalex.org/W6703857926","https://openalex.org/W6754420807","https://openalex.org/W6757817989","https://openalex.org/W6789284391","https://openalex.org/W6794169909","https://openalex.org/W6844662008"],"related_works":["https://openalex.org/W2350445838","https://openalex.org/W2106741194","https://openalex.org/W4388934394","https://openalex.org/W3005204513","https://openalex.org/W311328326","https://openalex.org/W2620247487","https://openalex.org/W3108830633","https://openalex.org/W2953796149","https://openalex.org/W2036035699","https://openalex.org/W2973712588"],"abstract_inverted_index":{"Audio-visual":[0],"approaches":[1],"involving":[2],"visual":[3,25,75,85,94,117,138],"inputs":[4,26],"have":[5],"laid":[6],"the":[7,16,19,35,40,51,69,88,91,100,109,111,114,127,135,141,175,179,187],"foundation":[8],"for":[9,63,185],"recent":[10],"progress":[11],"in":[12,38,77,81,119],"speech":[13,65,154],"separation.":[14],"However,":[15],"optimization":[17],"of":[18,22,44,90,103,150,178,189],"concurrent":[20],"usage":[21],"auditory":[23,73,83,92,115,136],"and":[24,74,84,93,108,116,137,140],"is":[27,144],"still":[28],"an":[29],"active":[30],"research":[31],"area.":[32],"Inspired":[33],"by":[34,99],"cortico-thalamo-cortical":[36,59],"circuit,":[37],"which":[39],"sensory":[41,53],"processing":[42],"mechanisms":[43],"different":[45],"modalities":[46],"modulate":[47],"one":[48],"another":[49],"via":[50],"non-lemniscal":[52],"thalamus,":[54,110],"we":[55],"propose":[56],"a":[57,78,120],"novel":[58],"neural":[60,191],"network":[61],"(CTCNet)":[62],"audio-visual":[64],"separation":[66,155],"(AVSS).":[67],"First,":[68],"CTCNet":[70,160],"learns":[71],"hierarchical":[72],"representations":[76],"bottom-up":[79],"manner":[80],"separate":[82],"subnetworks,":[86,139],"mimicking":[87,174],"functions":[89],"cortical":[95,106],"areas.":[96],"Then,":[97],"inspired":[98],"large":[101],"number":[102],"connections":[104],"between":[105],"regions":[107],"model":[112,128],"fuses":[113],"information":[118,132],"thalamic":[121],"subnetwork":[122],"through":[123],"top-down":[124],"connections.":[125],"Finally,":[126],"transmits":[129],"this":[130],"fused":[131],"back":[133],"to":[134],"above":[142],"process":[143],"repeated":[145],"several":[146],"times.":[147],"The":[148],"results":[149,171],"experiments":[151],"on":[152],"three":[153],"benchmark":[156],"datasets":[157],"show":[158],"that":[159,173],"remarkably":[161],"outperforms":[162],"existing":[163],"AVSS":[164],"methods":[165],"with":[166],"considerably":[167],"fewer":[168],"parameters.":[169],"These":[170],"suggest":[172],"anatomical":[176],"connectome":[177],"mammalian":[180],"brain":[181],"has":[182],"great":[183],"potential":[184],"advancing":[186],"development":[188],"deep":[190],"networks.":[192]},"counts_by_year":[{"year":2026,"cited_by_count":4},{"year":2025,"cited_by_count":9},{"year":2024,"cited_by_count":5}],"updated_date":"2026-04-09T08:11:56.329763","created_date":"2025-10-10T00:00:00"}
