{"id":"https://openalex.org/W1556375689","doi":"https://doi.org/10.21437/interspeech.2010-330","title":"Single-channel speech enhancement using kalman filtering in the modulation domain","display_name":"Single-channel speech enhancement using kalman filtering in the modulation domain","publication_year":2010,"publication_date":"2010-09-26","ids":{"openalex":"https://openalex.org/W1556375689","doi":"https://doi.org/10.21437/interspeech.2010-330","mag":"1556375689"},"language":"en","primary_location":{"id":"doi:10.21437/interspeech.2010-330","is_oa":false,"landing_page_url":"https://doi.org/10.21437/interspeech.2010-330","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Interspeech 2010","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"http://hdl.handle.net/10072/36143","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5090493697","display_name":"Stephen So","orcid":"https://orcid.org/0000-0003-1004-3285"},"institutions":[{"id":"https://openalex.org/I11701301","display_name":"Griffith University","ror":"https://ror.org/02sc3r913","country_code":"AU","type":"education","lineage":["https://openalex.org/I11701301"]}],"countries":["AU"],"is_corresponding":true,"raw_author_name":"Stephen So","raw_affiliation_strings":["Griffith University, Brisbane, Australia"],"affiliations":[{"raw_affiliation_string":"Griffith University, Brisbane, Australia","institution_ids":["https://openalex.org/I11701301"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5003537820","display_name":"Kamil W\u00f3jcicki","orcid":"https://orcid.org/0009-0004-5867-2069"},"institutions":[{"id":"https://openalex.org/I11701301","display_name":"Griffith University","ror":"https://ror.org/02sc3r913","country_code":"AU","type":"education","lineage":["https://openalex.org/I11701301"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Kamil K. W\u00f3jcicki","raw_affiliation_strings":["Griffith University, Brisbane, Australia"],"affiliations":[{"raw_affiliation_string":"Griffith University, Brisbane, Australia","institution_ids":["https://openalex.org/I11701301"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5046089538","display_name":"Kuldip K. Paliwal","orcid":"https://orcid.org/0000-0002-3553-3662"},"institutions":[{"id":"https://openalex.org/I11701301","display_name":"Griffith University","ror":"https://ror.org/02sc3r913","country_code":"AU","type":"education","lineage":["https://openalex.org/I11701301"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Kuldip K. Paliwal","raw_affiliation_strings":["Griffith University"],"affiliations":[{"raw_affiliation_string":"Griffith University","institution_ids":["https://openalex.org/I11701301"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5090493697"],"corresponding_institution_ids":["https://openalex.org/I11701301"],"apc_list":null,"apc_paid":null,"fwci":1.015,"has_fulltext":true,"cited_by_count":12,"citation_normalized_percentile":{"value":0.74003048,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"993","last_page":"996"},"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/T10201","display_name":"Speech Recognition and Synthesis","score":0.9991000294685364,"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/T11233","display_name":"Advanced Adaptive Filtering Techniques","score":0.998199999332428,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/kalman-filter","display_name":"Kalman filter","score":0.7330655455589294},{"id":"https://openalex.org/keywords/speech-enhancement","display_name":"Speech enhancement","score":0.713832676410675},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.683498740196228},{"id":"https://openalex.org/keywords/estimator","display_name":"Estimator","score":0.5887963175773621},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.5729750394821167},{"id":"https://openalex.org/keywords/frequency-domain","display_name":"Frequency domain","score":0.5405747890472412},{"id":"https://openalex.org/keywords/modulation","display_name":"Modulation (music)","score":0.4459731876850128},{"id":"https://openalex.org/keywords/time-domain","display_name":"Time domain","score":0.421744167804718},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.25552868843078613},{"id":"https://openalex.org/keywords/background-noise","display_name":"Background noise","score":0.23312193155288696},{"id":"https://openalex.org/keywords/acoustics","display_name":"Acoustics","score":0.20914122462272644},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.20791509747505188},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.17078739404678345},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.14627861976623535},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.09744453430175781},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.06089082360267639}],"concepts":[{"id":"https://openalex.org/C157286648","wikidata":"https://www.wikidata.org/wiki/Q846780","display_name":"Kalman filter","level":2,"score":0.7330655455589294},{"id":"https://openalex.org/C2776182073","wikidata":"https://www.wikidata.org/wiki/Q7575395","display_name":"Speech enhancement","level":3,"score":0.713832676410675},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.683498740196228},{"id":"https://openalex.org/C185429906","wikidata":"https://www.wikidata.org/wiki/Q1130160","display_name":"Estimator","level":2,"score":0.5887963175773621},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.5729750394821167},{"id":"https://openalex.org/C19118579","wikidata":"https://www.wikidata.org/wiki/Q786423","display_name":"Frequency domain","level":2,"score":0.5405747890472412},{"id":"https://openalex.org/C123079801","wikidata":"https://www.wikidata.org/wiki/Q750240","display_name":"Modulation (music)","level":2,"score":0.4459731876850128},{"id":"https://openalex.org/C103824480","wikidata":"https://www.wikidata.org/wiki/Q185889","display_name":"Time domain","level":2,"score":0.421744167804718},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.25552868843078613},{"id":"https://openalex.org/C100675267","wikidata":"https://www.wikidata.org/wiki/Q1371624","display_name":"Background noise","level":2,"score":0.23312193155288696},{"id":"https://openalex.org/C24890656","wikidata":"https://www.wikidata.org/wiki/Q82811","display_name":"Acoustics","level":1,"score":0.20914122462272644},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.20791509747505188},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.17078739404678345},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.14627861976623535},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.09744453430175781},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.06089082360267639}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.21437/interspeech.2010-330","is_oa":false,"landing_page_url":"https://doi.org/10.21437/interspeech.2010-330","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Interspeech 2010","raw_type":"proceedings-article"},{"id":"pmh:oai:research-repository.griffith.edu.au:10072/36143","is_oa":true,"landing_page_url":"http://hdl.handle.net/10072/36143","pdf_url":"http://hdl.handle.net/10072/36143","source":{"id":"https://openalex.org/S4306402548","display_name":"Griffith Research Online (Griffith University, Queensland, Australia)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I11701301","host_organization_name":"Griffith University","host_organization_lineage":["https://openalex.org/I11701301"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Conference output"}],"best_oa_location":{"id":"pmh:oai:research-repository.griffith.edu.au:10072/36143","is_oa":true,"landing_page_url":"http://hdl.handle.net/10072/36143","pdf_url":"http://hdl.handle.net/10072/36143","source":{"id":"https://openalex.org/S4306402548","display_name":"Griffith Research Online (Griffith University, Queensland, Australia)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I11701301","host_organization_name":"Griffith University","host_organization_lineage":["https://openalex.org/I11701301"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Conference output"},"sustainable_development_goals":[{"display_name":"Peace, Justice and strong institutions","id":"https://metadata.un.org/sdg/16","score":0.75}],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W1556375689.pdf","grobid_xml":"https://content.openalex.org/works/W1556375689.grobid-xml"},"referenced_works_count":16,"referenced_works":["https://openalex.org/W122386018","https://openalex.org/W955355846","https://openalex.org/W1557088327","https://openalex.org/W1557133539","https://openalex.org/W1920741591","https://openalex.org/W1930710965","https://openalex.org/W1965213123","https://openalex.org/W1999686891","https://openalex.org/W2075012882","https://openalex.org/W2102004389","https://openalex.org/W2103253424","https://openalex.org/W2121973264","https://openalex.org/W2130178255","https://openalex.org/W2139855421","https://openalex.org/W2154066856","https://openalex.org/W2402015398"],"related_works":["https://openalex.org/W1920741591","https://openalex.org/W2782295999","https://openalex.org/W2162306796","https://openalex.org/W1970292246","https://openalex.org/W2016162169","https://openalex.org/W4247952185","https://openalex.org/W1895367623","https://openalex.org/W1642462315","https://openalex.org/W2015118744","https://openalex.org/W2005619368"],"abstract_inverted_index":{"In":[0,13],"this":[1],"paper,":[2],"we":[3],"propose":[4],"the":[5,25,38,42,52,88,92,102,112,126,134],"modulation-domain":[6,71],"Kalman":[7,53,115],"filter":[8,54,116],"(MDKF)":[9],"for":[10,45,70],"speech":[11,47,80,97,119,132],"enhancement.":[12],"contrast":[14],"to":[15,77,99,129,138],"previous":[16],"modulation":[17,74],"domain":[18,136],"enhancement":[19,106],"methods":[20,107],"based":[21],"on":[22],"bandpass":[23],"filtering,":[24],"MDKF":[26,94,123],"is":[27,55,67],"an":[28],"adaptive":[29],"and":[30,48,59,104,144],"linear":[31],"MMSE":[32],"estimator":[33],"that":[34,108,124],"uses":[35,125],"models":[36],"of":[37,41],"temporal":[39],"changes":[40],"magnitude":[43,58],"spectrum":[44,61],"both":[46],"noise.":[49],"Also,":[50],"because":[51],"a":[56],"joint":[57],"phase":[60,75],"estimator,":[62],"under":[63],"non-stationarity":[64],"assumptions,":[65],"it":[66],"highly":[68],"suited":[69],"processing,":[72],"as":[73],"tends":[76],"contain":[78],"more":[79],"information":[81],"than":[82],"acoustic":[83,103,135],"phase.":[84],"Experimental":[85],"results":[86],"from":[87],"NOIZEUS":[89],"corpus":[90],"show":[91],"ideal":[93],"(with":[95],"clean":[96,118],"parameters)":[98],"outperform":[100],"all":[101],"time-domain":[105,114],"were":[109],"evaluated,":[110],"including":[111],"conventional":[113],"with":[117],"parameters.":[120],"A":[121],"practical":[122],"MMSE-STSA":[127],"method":[128],"enhance":[130],"noisy":[131],"in":[133],"prior":[137],"LPC":[139],"analysis":[140],"was":[141],"also":[142],"evaluated":[143],"showed":[145],"promising":[146],"results.":[147]},"counts_by_year":[{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":2},{"year":2016,"cited_by_count":1},{"year":2015,"cited_by_count":1},{"year":2014,"cited_by_count":1},{"year":2013,"cited_by_count":1},{"year":2012,"cited_by_count":2}],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2025-10-10T00:00:00"}