{"id":"https://openalex.org/W4401691977","doi":"https://doi.org/10.1109/taslp.2024.3440003","title":"Integrating Data Priors to Weighted Prediction Error for Speech Dereverberation","display_name":"Integrating Data Priors to Weighted Prediction Error for Speech Dereverberation","publication_year":2024,"publication_date":"2024-01-01","ids":{"openalex":"https://openalex.org/W4401691977","doi":"https://doi.org/10.1109/taslp.2024.3440003"},"language":"en","primary_location":{"id":"doi:10.1109/taslp.2024.3440003","is_oa":false,"landing_page_url":"https://doi.org/10.1109/taslp.2024.3440003","pdf_url":null,"source":{"id":"https://openalex.org/S4210169297","display_name":"IEEE/ACM Transactions on Audio Speech and Language Processing","issn_l":"2329-9290","issn":["2329-9290","2329-9304"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["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/ACM Transactions on Audio, Speech, and Language Processing","raw_type":"journal-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/A5100574991","display_name":"Ziye Yang","orcid":"https://orcid.org/0009-0004-1164-7392"},"institutions":[{"id":"https://openalex.org/I17145004","display_name":"Northwestern Polytechnical University","ror":"https://ror.org/01y0j0j86","country_code":"CN","type":"education","lineage":["https://openalex.org/I17145004"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Ziye Yang","raw_affiliation_strings":["Research and Development Institute of Northwestern Polytechnical University in Shenzhen, Shenzhen, China"],"affiliations":[{"raw_affiliation_string":"Research and Development Institute of Northwestern Polytechnical University in Shenzhen, Shenzhen, China","institution_ids":["https://openalex.org/I17145004"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056778357","display_name":"Wenxing Yang","orcid":"https://orcid.org/0000-0003-0395-7003"},"institutions":[{"id":"https://openalex.org/I148128674","display_name":"University of Shanghai for Science and Technology","ror":"https://ror.org/00ay9v204","country_code":"CN","type":"education","lineage":["https://openalex.org/I148128674"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wenxing Yang","raw_affiliation_strings":["School of Oriental Pan-Vascular Devices Innovation College, University of Shanghai for Science and Technology, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"School of Oriental Pan-Vascular Devices Innovation College, University of Shanghai for Science and Technology, Shanghai, China","institution_ids":["https://openalex.org/I148128674"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5107809058","display_name":"Kai Xie","orcid":"https://orcid.org/0009-0003-3580-1588"},"institutions":[{"id":"https://openalex.org/I17145004","display_name":"Northwestern Polytechnical University","ror":"https://ror.org/01y0j0j86","country_code":"CN","type":"education","lineage":["https://openalex.org/I17145004"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Kai Xie","raw_affiliation_strings":["Research and Development Institute of Northwestern Polytechnical University in Shenzhen, Shenzhen, China"],"affiliations":[{"raw_affiliation_string":"Research and Development Institute of Northwestern Polytechnical University in Shenzhen, Shenzhen, China","institution_ids":["https://openalex.org/I17145004"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100333004","display_name":"Jie Chen","orcid":"https://orcid.org/0000-0003-2306-8860"},"institutions":[{"id":"https://openalex.org/I17145004","display_name":"Northwestern Polytechnical University","ror":"https://ror.org/01y0j0j86","country_code":"CN","type":"education","lineage":["https://openalex.org/I17145004"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jie Chen","raw_affiliation_strings":["Research and Development Institute of Northwestern Polytechnical University in Shenzhen, Shenzhen, China"],"affiliations":[{"raw_affiliation_string":"Research and Development Institute of Northwestern Polytechnical University in Shenzhen, Shenzhen, China","institution_ids":["https://openalex.org/I17145004"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5100574991"],"corresponding_institution_ids":["https://openalex.org/I17145004"],"apc_list":null,"apc_paid":null,"fwci":1.7112,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.84930055,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"32","issue":null,"first_page":"3908","last_page":"3923"},"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":0.9983000159263611,"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/T10201","display_name":"Speech Recognition and Synthesis","score":0.9976999759674072,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/prior-probability","display_name":"Prior probability","score":0.8611975908279419},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6115138530731201},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.5204825401306152},{"id":"https://openalex.org/keywords/mean-squared-prediction-error","display_name":"Mean squared prediction error","score":0.4340786933898926},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.30754345655441284},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.23788446187973022},{"id":"https://openalex.org/keywords/bayesian-probability","display_name":"Bayesian probability","score":0.21363726258277893}],"concepts":[{"id":"https://openalex.org/C177769412","wikidata":"https://www.wikidata.org/wiki/Q278090","display_name":"Prior probability","level":3,"score":0.8611975908279419},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6115138530731201},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.5204825401306152},{"id":"https://openalex.org/C167085575","wikidata":"https://www.wikidata.org/wiki/Q6803654","display_name":"Mean squared prediction error","level":2,"score":0.4340786933898926},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.30754345655441284},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.23788446187973022},{"id":"https://openalex.org/C107673813","wikidata":"https://www.wikidata.org/wiki/Q812534","display_name":"Bayesian probability","level":2,"score":0.21363726258277893}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/taslp.2024.3440003","is_oa":false,"landing_page_url":"https://doi.org/10.1109/taslp.2024.3440003","pdf_url":null,"source":{"id":"https://openalex.org/S4210169297","display_name":"IEEE/ACM Transactions on Audio Speech and Language Processing","issn_l":"2329-9290","issn":["2329-9290","2329-9304"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["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/ACM Transactions on Audio, Speech, and Language Processing","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G6093635115","display_name":null,"funder_award_id":"62171380","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6745582204","display_name":null,"funder_award_id":"62401370","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":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":71,"referenced_works":["https://openalex.org/W1494198834","https://openalex.org/W1552314771","https://openalex.org/W1901129140","https://openalex.org/W1974387177","https://openalex.org/W1989314204","https://openalex.org/W1997109056","https://openalex.org/W2006129368","https://openalex.org/W2036763972","https://openalex.org/W2040992166","https://openalex.org/W2093258380","https://openalex.org/W2094796867","https://openalex.org/W2096819401","https://openalex.org/W2097584344","https://openalex.org/W2117678320","https://openalex.org/W2136883355","https://openalex.org/W2144404214","https://openalex.org/W2164502538","https://openalex.org/W2242685705","https://openalex.org/W2289394825","https://openalex.org/W2395263859","https://openalex.org/W2573726823","https://openalex.org/W2747732471","https://openalex.org/W2789388800","https://openalex.org/W2791272514","https://openalex.org/W2791524682","https://openalex.org/W2924115626","https://openalex.org/W2930641205","https://openalex.org/W2939777271","https://openalex.org/W2952218014","https://openalex.org/W2962866211","https://openalex.org/W2963814976","https://openalex.org/W2998521684","https://openalex.org/W2999778662","https://openalex.org/W3007256793","https://openalex.org/W3011743111","https://openalex.org/W3015191643","https://openalex.org/W3015199127","https://openalex.org/W3015489827","https://openalex.org/W3026111682","https://openalex.org/W3027008958","https://openalex.org/W3045332022","https://openalex.org/W3084645150","https://openalex.org/W3096408984","https://openalex.org/W3099330747","https://openalex.org/W3111051109","https://openalex.org/W3128534387","https://openalex.org/W3133902371","https://openalex.org/W3151947803","https://openalex.org/W3154556605","https://openalex.org/W3161700323","https://openalex.org/W3163652268","https://openalex.org/W3167568784","https://openalex.org/W3200625292","https://openalex.org/W3215005424","https://openalex.org/W4214921663","https://openalex.org/W4221080854","https://openalex.org/W4224917453","https://openalex.org/W4231225162","https://openalex.org/W4292363360","https://openalex.org/W4296927107","https://openalex.org/W4312790010","https://openalex.org/W4322490806","https://openalex.org/W4372266986","https://openalex.org/W4388118380","https://openalex.org/W6631190155","https://openalex.org/W6753088188","https://openalex.org/W6757632829","https://openalex.org/W6762438721","https://openalex.org/W6762492139","https://openalex.org/W6777776875","https://openalex.org/W6791532637"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2748952813","https://openalex.org/W2580650124","https://openalex.org/W4386190339","https://openalex.org/W2968424575","https://openalex.org/W3142333283","https://openalex.org/W3122088529","https://openalex.org/W3041320102","https://openalex.org/W2111669074","https://openalex.org/W2085259108"],"abstract_inverted_index":{"Speech":[0],"dereverberation":[1,74],"aims":[2],"to":[3,105],"alleviate":[4],"the":[5,12,46,55,77,89,97,114,122,125],"detrimental":[6],"effects":[7],"of":[8,33,48,57,124],"late-reverberant":[9],"components.":[10],"While":[11],"weighted":[13],"prediction":[14],"error":[15],"(WPE)":[16],"method":[17],"has":[18,44],"shown":[19],"superior":[20],"performance":[21,34,56],"in":[22,31,37],"dereverberation,":[23],"there":[24],"is":[25,103],"still":[26],"room":[27],"for":[28,76,84],"further":[29],"improvement":[30],"terms":[32],"and":[35,39,51],"robustness":[36],"complex":[38],"noisy":[40],"environments.":[41],"Recent":[42],"research":[43],"highlighted":[45],"effectiveness":[47,123],"integrating":[49],"physics-based":[50],"data-driven":[52,82],"methods,":[53],"enhancing":[54],"various":[58],"signal":[59],"processing":[60],"tasks":[61],"while":[62],"maintaining":[63],"interpretability.":[64],"Motivated":[65],"by":[66,99],"these":[67],"advancements,":[68],"this":[69],"paper":[70],"presents":[71],"a":[72],"novel":[73],"framework":[75],"single-source":[78],"case,":[79],"which":[80],"incorporates":[81],"methods":[83],"capturing":[85],"speech":[86,107],"priors":[87],"within":[88],"WPE":[90],"framework.":[91],"The":[92],"plug-and-play":[93],"(PnP)":[94],"framework,":[95],"specifically":[96],"regularization":[98],"denoising":[100],"(RED)":[101],"strategy,":[102],"utilized":[104],"incorporate":[106],"prior":[108],"information":[109],"learnt":[110],"from":[111],"data":[112],"during":[113],"optimization":[115],"problem":[116],"solving":[117],"iterations.":[118],"Experimental":[119],"results":[120],"validate":[121],"proposed":[126],"approach.":[127]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":1}],"updated_date":"2026-04-09T08:11:56.329763","created_date":"2025-10-10T00:00:00"}