{"id":"https://openalex.org/W4408352129","doi":"https://doi.org/10.1109/icassp49660.2025.10890597","title":"Low-Complexity Neural Speech Dereverberation With Adaptive Target Control","display_name":"Low-Complexity Neural Speech Dereverberation With Adaptive Target Control","publication_year":2025,"publication_date":"2025-03-12","ids":{"openalex":"https://openalex.org/W4408352129","doi":"https://doi.org/10.1109/icassp49660.2025.10890597"},"language":"en","primary_location":{"id":"doi:10.1109/icassp49660.2025.10890597","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icassp49660.2025.10890597","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ICASSP 2025 - 2025 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/A5048118861","display_name":"Nagashree K. S. Rao","orcid":null},"institutions":[{"id":"https://openalex.org/I4210124274","display_name":"Fraunhofer Institute for Integrated Circuits","ror":"https://ror.org/024ape423","country_code":"DE","type":"facility","lineage":["https://openalex.org/I4210124274","https://openalex.org/I4923324"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Nagashree K. S. Rao","raw_affiliation_strings":["Fraunhofer IIS,Erlangen,Germany,91058"],"affiliations":[{"raw_affiliation_string":"Fraunhofer IIS,Erlangen,Germany,91058","institution_ids":["https://openalex.org/I4210124274"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5004929413","display_name":"Srikanth Raj Chetupalli","orcid":"https://orcid.org/0000-0002-2186-5420"},"institutions":[{"id":"https://openalex.org/I4210124274","display_name":"Fraunhofer Institute for Integrated Circuits","ror":"https://ror.org/024ape423","country_code":"DE","type":"facility","lineage":["https://openalex.org/I4210124274","https://openalex.org/I4923324"]},{"id":"https://openalex.org/I4210123192","display_name":"International Audio Laboratories Erlangen","ror":"https://ror.org/02mkz3e80","country_code":"DE","type":"facility","lineage":["https://openalex.org/I181369854","https://openalex.org/I4210123192","https://openalex.org/I4210124274","https://openalex.org/I4923324"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Srikanth Raj Chetupalli","raw_affiliation_strings":["International Audio Laboratories Erlangen (A Joint Institution of Fraunhofer IIS and Friedrich-Alexander-Universit&#x00E4;t Erlangen-N&#x00FC;rnberg (FAU), Germany),Erlangen,Germany,91058"],"affiliations":[{"raw_affiliation_string":"International Audio Laboratories Erlangen (A Joint Institution of Fraunhofer IIS and Friedrich-Alexander-Universit&#x00E4;t Erlangen-N&#x00FC;rnberg (FAU), Germany),Erlangen,Germany,91058","institution_ids":["https://openalex.org/I4210123192","https://openalex.org/I4210124274"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5028734231","display_name":"Shrishti Saha Shetu","orcid":null},"institutions":[{"id":"https://openalex.org/I4210124274","display_name":"Fraunhofer Institute for Integrated Circuits","ror":"https://ror.org/024ape423","country_code":"DE","type":"facility","lineage":["https://openalex.org/I4210124274","https://openalex.org/I4923324"]},{"id":"https://openalex.org/I4210123192","display_name":"International Audio Laboratories Erlangen","ror":"https://ror.org/02mkz3e80","country_code":"DE","type":"facility","lineage":["https://openalex.org/I181369854","https://openalex.org/I4210123192","https://openalex.org/I4210124274","https://openalex.org/I4923324"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Shrishti Saha Shetu","raw_affiliation_strings":["International Audio Laboratories Erlangen (A Joint Institution of Fraunhofer IIS and Friedrich-Alexander-Universit&#x00E4;t Erlangen-N&#x00FC;rnberg (FAU), Germany),Erlangen,Germany,91058"],"affiliations":[{"raw_affiliation_string":"International Audio Laboratories Erlangen (A Joint Institution of Fraunhofer IIS and Friedrich-Alexander-Universit&#x00E4;t Erlangen-N&#x00FC;rnberg (FAU), Germany),Erlangen,Germany,91058","institution_ids":["https://openalex.org/I4210123192","https://openalex.org/I4210124274"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5031626756","display_name":"Emanu\u00ebl A. P. Habets","orcid":"https://orcid.org/0000-0002-2613-8046"},"institutions":[{"id":"https://openalex.org/I4210124274","display_name":"Fraunhofer Institute for Integrated Circuits","ror":"https://ror.org/024ape423","country_code":"DE","type":"facility","lineage":["https://openalex.org/I4210124274","https://openalex.org/I4923324"]},{"id":"https://openalex.org/I4210123192","display_name":"International Audio Laboratories Erlangen","ror":"https://ror.org/02mkz3e80","country_code":"DE","type":"facility","lineage":["https://openalex.org/I181369854","https://openalex.org/I4210123192","https://openalex.org/I4210124274","https://openalex.org/I4923324"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Emanu\u00ebl A. P. Habets","raw_affiliation_strings":["International Audio Laboratories Erlangen (A Joint Institution of Fraunhofer IIS and Friedrich-Alexander-Universit&#x00E4;t Erlangen-N&#x00FC;rnberg (FAU), Germany),Erlangen,Germany,91058"],"affiliations":[{"raw_affiliation_string":"International Audio Laboratories Erlangen (A Joint Institution of Fraunhofer IIS and Friedrich-Alexander-Universit&#x00E4;t Erlangen-N&#x00FC;rnberg (FAU), Germany),Erlangen,Germany,91058","institution_ids":["https://openalex.org/I4210123192","https://openalex.org/I4210124274"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5045126900","display_name":"Oliver Thiergart","orcid":"https://orcid.org/0000-0001-5681-882X"},"institutions":[{"id":"https://openalex.org/I4210123192","display_name":"International Audio Laboratories Erlangen","ror":"https://ror.org/02mkz3e80","country_code":"DE","type":"facility","lineage":["https://openalex.org/I181369854","https://openalex.org/I4210123192","https://openalex.org/I4210124274","https://openalex.org/I4923324"]},{"id":"https://openalex.org/I4210124274","display_name":"Fraunhofer Institute for Integrated Circuits","ror":"https://ror.org/024ape423","country_code":"DE","type":"facility","lineage":["https://openalex.org/I4210124274","https://openalex.org/I4923324"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Oliver Thiergart","raw_affiliation_strings":["International Audio Laboratories Erlangen (A Joint Institution of Fraunhofer IIS and Friedrich-Alexander-Universit&#x00E4;t Erlangen-N&#x00FC;rnberg (FAU), Germany),Erlangen,Germany,91058"],"affiliations":[{"raw_affiliation_string":"International Audio Laboratories Erlangen (A Joint Institution of Fraunhofer IIS and Friedrich-Alexander-Universit&#x00E4;t Erlangen-N&#x00FC;rnberg (FAU), Germany),Erlangen,Germany,91058","institution_ids":["https://openalex.org/I4210123192","https://openalex.org/I4210124274"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5048118861"],"corresponding_institution_ids":["https://openalex.org/I4210124274"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.01824041,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"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/T10201","display_name":"Speech Recognition and Synthesis","score":0.9896000027656555,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T10201","display_name":"Speech Recognition and Synthesis","score":0.9896000027656555,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T10860","display_name":"Speech and Audio Processing","score":0.9896000027656555,"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/speech-recognition","display_name":"Speech recognition","score":0.6939702033996582},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6870848536491394},{"id":"https://openalex.org/keywords/control","display_name":"Control (management)","score":0.49090248346328735},{"id":"https://openalex.org/keywords/adaptive-control","display_name":"Adaptive control","score":0.46971553564071655},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.4338999390602112},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2580897808074951}],"concepts":[{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.6939702033996582},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6870848536491394},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.49090248346328735},{"id":"https://openalex.org/C107464732","wikidata":"https://www.wikidata.org/wiki/Q235781","display_name":"Adaptive control","level":3,"score":0.46971553564071655},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.4338999390602112},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2580897808074951}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/icassp49660.2025.10890597","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icassp49660.2025.10890597","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ICASSP 2025 - 2025 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)","raw_type":"proceedings-article"},{"id":"pmh:oai:publica.fraunhofer.de:publica/512606","is_oa":false,"landing_page_url":"https://publica.fraunhofer.de/handle/publica/512606","pdf_url":null,"source":{"id":"https://openalex.org/S4306400318","display_name":"Fraunhofer-Publica (Fraunhofer-Gesellschaft)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4923324","host_organization_name":"Fraunhofer-Gesellschaft","host_organization_lineage":["https://openalex.org/I4923324"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"conference paper"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":32,"referenced_works":["https://openalex.org/W190060899","https://openalex.org/W1968834101","https://openalex.org/W2006129368","https://openalex.org/W2084347883","https://openalex.org/W2121973264","https://openalex.org/W2125114513","https://openalex.org/W2127057679","https://openalex.org/W2136682440","https://openalex.org/W2161784349","https://openalex.org/W2164502538","https://openalex.org/W2410879554","https://openalex.org/W2534419903","https://openalex.org/W2555915854","https://openalex.org/W2609317876","https://openalex.org/W2763188033","https://openalex.org/W2889335976","https://openalex.org/W2890401420","https://openalex.org/W2989287578","https://openalex.org/W3015191643","https://openalex.org/W3015679215","https://openalex.org/W3016120385","https://openalex.org/W3162501355","https://openalex.org/W3197042120","https://openalex.org/W3217317857","https://openalex.org/W4224919782","https://openalex.org/W4296927107","https://openalex.org/W4312518867","https://openalex.org/W4372260572","https://openalex.org/W4392909774","https://openalex.org/W6676346810","https://openalex.org/W6730744624","https://openalex.org/W6863804403"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052"],"abstract_inverted_index":{"Existing":[0],"neural":[1,76],"network-based":[2],"speech":[3,49],"dereverberation":[4,110,126],"approaches":[5],"use":[6],"a":[7,53,60,69,74,105],"fixed-length":[8],"early":[9],"reflection":[10],"part":[11],"of":[12,22,25,91,123],"the":[13,17,23,35,88,94,99,109,121,124],"reverberant":[14,40],"signal":[15],"as":[16,104],"target":[18,71,83],"for":[19,56,78,112],"estimation,":[20],"irrespective":[21],"severity":[24],"reverberation.":[26],"Such":[27],"an":[28],"approach":[29],"often":[30],"leads":[31],"to":[32,108],"distortions":[33,57],"in":[34,38,93],"enhanced":[36],"signals":[37],"highly":[39],"scenarios.":[41],"In":[42],"practice,":[43],"while":[44],"some":[45],"listeners":[46],"prefer":[47,59],"minimal":[48],"distortions,":[50],"others":[51],"have":[52],"higher":[54],"tolerance":[55],"and":[58,73,117],"clean":[61],"signal.":[62],"To":[63],"address":[64],"these":[65],"points,":[66],"we":[67],"propose":[68],"novel":[70],"definition":[72,84],"low-complexity":[75],"network":[77,111],"user-controlled":[79],"single-channel":[80],"dereverberation.":[81],"Our":[82],"is":[85,102],"parameterized":[86],"by":[87],"relative":[89],"amount":[90],"reduction":[92],"late":[95],"reverberation":[96],"energy.":[97],"Further,":[98],"same":[100],"parameter":[101],"passed":[103],"control":[106],"input":[107],"adaptability":[113],"during":[114],"inference.":[115],"Objective":[116],"subjective":[118],"evaluation":[119],"shows":[120],"feasibility":[122],"proposed":[125],"approach.":[127]},"counts_by_year":[],"updated_date":"2026-03-28T08:17:26.163206","created_date":"2025-10-10T00:00:00"}
