{"id":"https://openalex.org/W4225299188","doi":"https://doi.org/10.1109/icassp43922.2022.9747445","title":"Neural Cascade Architecture for Joint Acoustic Echo and Noise Suppression","display_name":"Neural Cascade Architecture for Joint Acoustic Echo and Noise Suppression","publication_year":2022,"publication_date":"2022-04-27","ids":{"openalex":"https://openalex.org/W4225299188","doi":"https://doi.org/10.1109/icassp43922.2022.9747445","pmid":"https://pubmed.ncbi.nlm.nih.gov/40313329"},"language":"en","primary_location":{"id":"doi:10.1109/icassp43922.2022.9747445","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icassp43922.2022.9747445","pdf_url":null,"source":{"id":"https://openalex.org/S4363607702","display_name":"ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/12045126","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100397003","display_name":"Hao Zhang","orcid":"https://orcid.org/0000-0003-0877-2681"},"institutions":[{"id":"https://openalex.org/I52357470","display_name":"The Ohio State University","ror":"https://ror.org/00rs6vg23","country_code":"US","type":"education","lineage":["https://openalex.org/I52357470"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Hao Zhang","raw_affiliation_strings":["The Ohio State University,Department of Computer Science and Engineering,USA","Department of Computer Science and Engineering, The Ohio State University, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"The Ohio State University,Department of Computer Science and Engineering,USA","institution_ids":["https://openalex.org/I52357470"]},{"raw_affiliation_string":"Department of Computer Science and Engineering, The Ohio State University, USA","institution_ids":["https://openalex.org/I52357470"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5051837453","display_name":"DeLiang Wang","orcid":"https://orcid.org/0000-0001-8195-6319"},"institutions":[{"id":"https://openalex.org/I52357470","display_name":"The Ohio State University","ror":"https://ror.org/00rs6vg23","country_code":"US","type":"education","lineage":["https://openalex.org/I52357470"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"DeLiang Wang","raw_affiliation_strings":["The Ohio State University,Department of Computer Science and Engineering,USA","Center for Cognitive and Brain Sciences, The Ohio State University, USA","Department of Computer Science and Engineering, The Ohio State University, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"The Ohio State University,Department of Computer Science and Engineering,USA","institution_ids":["https://openalex.org/I52357470"]},{"raw_affiliation_string":"Center for Cognitive and Brain Sciences, The Ohio State University, USA","institution_ids":["https://openalex.org/I52357470"]},{"raw_affiliation_string":"Department of Computer Science and Engineering, The Ohio State University, USA","institution_ids":["https://openalex.org/I52357470"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I52357470"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":9,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":"2022","issue":null,"first_page":"671","last_page":"675"},"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/T10822","display_name":"Acoustic Wave Phenomena Research","score":0.9991000294685364,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical Engineering"},"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":0.9973999857902527,"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/cascade","display_name":"Cascade","score":0.8264021277427673},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7262948155403137},{"id":"https://openalex.org/keywords/noise","display_name":"Noise (video)","score":0.6236150860786438},{"id":"https://openalex.org/keywords/echo","display_name":"Echo (communications protocol)","score":0.5324405431747437},{"id":"https://openalex.org/keywords/magnitude","display_name":"Magnitude (astronomy)","score":0.5142466425895691},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.4756609797477722},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.40932801365852356},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3490331172943115},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.32508206367492676},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.14566093683242798},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.1325097680091858}],"concepts":[{"id":"https://openalex.org/C34146451","wikidata":"https://www.wikidata.org/wiki/Q5048094","display_name":"Cascade","level":2,"score":0.8264021277427673},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7262948155403137},{"id":"https://openalex.org/C99498987","wikidata":"https://www.wikidata.org/wiki/Q2210247","display_name":"Noise (video)","level":3,"score":0.6236150860786438},{"id":"https://openalex.org/C2779426996","wikidata":"https://www.wikidata.org/wiki/Q18389128","display_name":"Echo (communications protocol)","level":2,"score":0.5324405431747437},{"id":"https://openalex.org/C126691448","wikidata":"https://www.wikidata.org/wiki/Q2028919","display_name":"Magnitude (astronomy)","level":2,"score":0.5142466425895691},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.4756609797477722},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.40932801365852356},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3490331172943115},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.32508206367492676},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.14566093683242798},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.1325097680091858},{"id":"https://openalex.org/C1276947","wikidata":"https://www.wikidata.org/wiki/Q333","display_name":"Astronomy","level":1,"score":0.0},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.0},{"id":"https://openalex.org/C42360764","wikidata":"https://www.wikidata.org/wiki/Q83588","display_name":"Chemical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/icassp43922.2022.9747445","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icassp43922.2022.9747445","pdf_url":null,"source":{"id":"https://openalex.org/S4363607702","display_name":"ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)","raw_type":"proceedings-article"},{"id":"pmid:40313329","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/40313329","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":"Proceedings of the ... IEEE International Conference on Acoustics, Speech, and Signal Processing. ICASSP (Conference)","raw_type":null},{"id":"pmh:oai:pubmedcentral.nih.gov:12045126","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/12045126","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"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":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Proc IEEE Int Conf Acoust Speech Signal Process","raw_type":"Text"}],"best_oa_location":{"id":"pmh:oai:pubmedcentral.nih.gov:12045126","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/12045126","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"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":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Proc IEEE Int Conf Acoust Speech Signal Process","raw_type":"Text"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G2910152985","display_name":null,"funder_award_id":"R01 DC012048","funder_id":"https://openalex.org/F4320337352","funder_display_name":"National Institute on Deafness and Other Communication Disorders"}],"funders":[{"id":"https://openalex.org/F4320337352","display_name":"National Institute on Deafness and Other Communication Disorders","ror":"https://ror.org/04mhx6838"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":36,"referenced_works":["https://openalex.org/W123803282","https://openalex.org/W1552314771","https://openalex.org/W1910446397","https://openalex.org/W1974260473","https://openalex.org/W1974387177","https://openalex.org/W2045978752","https://openalex.org/W2065804682","https://openalex.org/W2078519527","https://openalex.org/W2117678320","https://openalex.org/W2364134690","https://openalex.org/W2395657913","https://openalex.org/W2799373327","https://openalex.org/W2888860279","https://openalex.org/W2940275453","https://openalex.org/W2973044449","https://openalex.org/W3032514799","https://openalex.org/W3089531862","https://openalex.org/W3094648851","https://openalex.org/W3160115460","https://openalex.org/W3160394811","https://openalex.org/W3162348042","https://openalex.org/W3162918378","https://openalex.org/W3162988303","https://openalex.org/W3163693916","https://openalex.org/W3163838195","https://openalex.org/W3183654341","https://openalex.org/W3188042919","https://openalex.org/W3195156220","https://openalex.org/W3197034572","https://openalex.org/W3198436545","https://openalex.org/W4205664022","https://openalex.org/W6783563096","https://openalex.org/W6796956414","https://openalex.org/W6798138677","https://openalex.org/W6799041877","https://openalex.org/W6805884446"],"related_works":["https://openalex.org/W2153719181","https://openalex.org/W1971748923","https://openalex.org/W1566155057","https://openalex.org/W2060986072","https://openalex.org/W2376418092","https://openalex.org/W2052574922","https://openalex.org/W64588465","https://openalex.org/W2072983018","https://openalex.org/W3120641340","https://openalex.org/W2117825986"],"abstract_inverted_index":{"In":[0],"this":[1],"paper,":[2],"we":[3],"propose":[4],"a":[5,53,81],"neural":[6],"cascade":[7,18,106],"architecture":[8,19,67,107],"for":[9,35,61],"joint":[10],"acoustic":[11,131],"echo":[12,132],"and":[13,94,100,133,140],"noise":[14,134],"suppression.":[15],"The":[16,39,65,85,105],"proposed":[17,110,127],"consists":[20],"of":[21],"two":[22,76],"modules.":[23],"A":[24],"convolutional":[25],"recurrent":[26],"network":[27,57],"(CRN)":[28],"is":[29,41,59,68,88],"employed":[30],"in":[31,70],"the":[32,49,75,91,98,101,109,126],"first":[33,99],"module":[34],"complex":[36],"spectral":[37],"mapping.":[38],"output":[40,87],"then":[42],"fed":[43],"as":[44,117,119],"an":[45,71],"additional":[46],"input":[47],"to":[48,112],"second":[50,102],"module,":[51,103],"where":[52],"long":[54],"short-term":[55],"memory":[56],"(LSTM)":[58],"utilized":[60],"magnitude":[62,95,115],"mask":[63],"estimation.":[64],"entire":[66],"trained":[69],"end-to-end":[72],"manner":[73],"with":[74],"modules":[77],"optimized":[78],"jointly":[79],"using":[80,90],"single":[82],"loss":[83],"function.":[84],"final":[86],"generated":[89],"enhanced":[92],"phase":[93,120],"obtained":[96],"from":[97],"respectively.":[104],"enables":[108],"method":[111,128],"obtain":[113],"robust":[114],"estimation":[116],"well":[118],"enhancement.":[121],"Evaluation":[122],"results":[123],"show":[124],"that":[125],"effectively":[129],"suppresses":[130],"while":[135],"preserving":[136],"good":[137],"speech":[138],"quality,":[139],"significantly":[141],"outperforms":[142],"related":[143],"methods.":[144]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":2}],"updated_date":"2026-07-26T07:53:14.480251","created_date":"2025-10-10T00:00:00"}
