{"id":"https://openalex.org/W2774728799","doi":"https://doi.org/10.1109/access.2017.2782778","title":"Automatic and Efficient Denoising of Bioacoustics Recordings Using MMSE STSA","display_name":"Automatic and Efficient Denoising of Bioacoustics Recordings Using MMSE STSA","publication_year":2017,"publication_date":"2017-12-13","ids":{"openalex":"https://openalex.org/W2774728799","doi":"https://doi.org/10.1109/access.2017.2782778","mag":"2774728799"},"language":"en","primary_location":{"id":"doi:10.1109/access.2017.2782778","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2017.2782778","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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 Access","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1109/access.2017.2782778","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5059024261","display_name":"Alexander Brown","orcid":"https://orcid.org/0000-0002-8343-858X"},"institutions":[{"id":"https://openalex.org/I129801699","display_name":"University of Tasmania","ror":"https://ror.org/01nfmeh72","country_code":"AU","type":"education","lineage":["https://openalex.org/I129801699"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Alexander Brown","raw_affiliation_strings":["School of Engineering and ICT, University of Tasmania, Hobart, TAS, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Engineering and ICT, University of Tasmania, Hobart, TAS, Australia","institution_ids":["https://openalex.org/I129801699"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5013136179","display_name":"Saurabh Garg","orcid":"https://orcid.org/0000-0001-8719-284X"},"institutions":[{"id":"https://openalex.org/I129801699","display_name":"University of Tasmania","ror":"https://ror.org/01nfmeh72","country_code":"AU","type":"education","lineage":["https://openalex.org/I129801699"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Saurabh Garg","raw_affiliation_strings":["School of Engineering and ICT, University of Tasmania, Hobart, TAS, Australia"],"raw_orcid":"https://orcid.org/0000-0001-8719-284X","affiliations":[{"raw_affiliation_string":"School of Engineering and ICT, University of Tasmania, Hobart, TAS, Australia","institution_ids":["https://openalex.org/I129801699"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5024921295","display_name":"James Montgomery","orcid":"https://orcid.org/0000-0002-5360-7514"},"institutions":[{"id":"https://openalex.org/I129801699","display_name":"University of Tasmania","ror":"https://ror.org/01nfmeh72","country_code":"AU","type":"education","lineage":["https://openalex.org/I129801699"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"James Montgomery","raw_affiliation_strings":["School of Engineering and ICT, University of Tasmania, Hobart, TAS, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Engineering and ICT, University of Tasmania, Hobart, TAS, Australia","institution_ids":["https://openalex.org/I129801699"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":2.2131,"has_fulltext":true,"cited_by_count":29,"citation_normalized_percentile":{"value":0.86730661,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":"6","issue":null,"first_page":"5010","last_page":"5022"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11665","display_name":"Animal Vocal Communication and Behavior","score":0.9998000264167786,"subfield":{"id":"https://openalex.org/subfields/1309","display_name":"Developmental Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},"topics":[{"id":"https://openalex.org/T11665","display_name":"Animal Vocal Communication and Behavior","score":0.9998000264167786,"subfield":{"id":"https://openalex.org/subfields/1309","display_name":"Developmental Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T11309","display_name":"Music and Audio Processing","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"}},{"id":"https://openalex.org/T10860","display_name":"Speech and Audio Processing","score":0.9970999956130981,"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":0.789729118347168},{"id":"https://openalex.org/keywords/noise-reduction","display_name":"Noise reduction","score":0.6780428290367126},{"id":"https://openalex.org/keywords/bioacoustics","display_name":"Bioacoustics","score":0.6714171171188354},{"id":"https://openalex.org/keywords/noise","display_name":"Noise (video)","score":0.6422736644744873},{"id":"https://openalex.org/keywords/signal-processing","display_name":"Signal processing","score":0.5262041687965393},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5221465229988098},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.4922999143600464},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4814002513885498},{"id":"https://openalex.org/keywords/estimator","display_name":"Estimator","score":0.4633524715900421},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.41942501068115234},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.14250612258911133},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.13582825660705566},{"id":"https://openalex.org/keywords/radar","display_name":"Radar","score":0.09350365400314331},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.07518315315246582}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.789729118347168},{"id":"https://openalex.org/C163294075","wikidata":"https://www.wikidata.org/wiki/Q581861","display_name":"Noise reduction","level":2,"score":0.6780428290367126},{"id":"https://openalex.org/C34951282","wikidata":"https://www.wikidata.org/wiki/Q864191","display_name":"Bioacoustics","level":2,"score":0.6714171171188354},{"id":"https://openalex.org/C99498987","wikidata":"https://www.wikidata.org/wiki/Q2210247","display_name":"Noise (video)","level":3,"score":0.6422736644744873},{"id":"https://openalex.org/C104267543","wikidata":"https://www.wikidata.org/wiki/Q208163","display_name":"Signal processing","level":3,"score":0.5262041687965393},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5221465229988098},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.4922999143600464},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4814002513885498},{"id":"https://openalex.org/C185429906","wikidata":"https://www.wikidata.org/wiki/Q1130160","display_name":"Estimator","level":2,"score":0.4633524715900421},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.41942501068115234},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.14250612258911133},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.13582825660705566},{"id":"https://openalex.org/C554190296","wikidata":"https://www.wikidata.org/wiki/Q47528","display_name":"Radar","level":2,"score":0.09350365400314331},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.07518315315246582},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","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/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":5,"locations":[{"id":"doi:10.1109/access.2017.2782778","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2017.2782778","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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 Access","raw_type":"journal-article"},{"id":"pmh:oai:eprints.utas.edu.au:26958","is_oa":true,"landing_page_url":null,"pdf_url":"https://eprints.utas.edu.au/26958/2/123680%20-%20Automatic%20and%20efficient%20denoising%20of%20bioacoustics%20recordings%20using%20MMSE%20STSA.pdf","source":{"id":"https://openalex.org/S4406922975","display_name":"UTAS Research Repository","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":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Article"},{"id":"pmh:oai:ecite.utas.edu.au:123680","is_oa":false,"landing_page_url":"http://ecite.utas.edu.au/123680","pdf_url":null,"source":{"id":"https://openalex.org/S4306401569","display_name":"eCite Digital Repository (University of Tasmania)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I129801699","host_organization_name":"University of Tasmania","host_organization_lineage":["https://openalex.org/I129801699"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Refereed Article"},{"id":"pmh:oai:doaj.org/article:17fefa5dec094195adddc598c72a2ee0","is_oa":true,"landing_page_url":"https://doaj.org/article/17fefa5dec094195adddc598c72a2ee0","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","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":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access, Vol 6, Pp 5010-5022 (2018)","raw_type":"article"},{"id":"pmh:oai:figshare.com:article/22962998","is_oa":true,"landing_page_url":"https://figshare.com/articles/journal_contribution/Automatic_and_efficient_denoising_of_bioacoustics_recordings_using_MMSE_STSA/22962998","pdf_url":null,"source":{"id":"https://openalex.org/S4377196282","display_name":"Figshare","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210132348","host_organization_name":"Figshare (United Kingdom)","host_organization_lineage":["https://openalex.org/I4210132348"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.1109/access.2017.2782778","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2017.2782778","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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 Access","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.6600000262260437,"display_name":"Life in Land","id":"https://metadata.un.org/sdg/15"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":31,"referenced_works":["https://openalex.org/W317957491","https://openalex.org/W1546892833","https://openalex.org/W1548307717","https://openalex.org/W1552314771","https://openalex.org/W1560966469","https://openalex.org/W1619964379","https://openalex.org/W1920160043","https://openalex.org/W1952824372","https://openalex.org/W1986315484","https://openalex.org/W2007885413","https://openalex.org/W2034052030","https://openalex.org/W2060913890","https://openalex.org/W2079390467","https://openalex.org/W2088328344","https://openalex.org/W2111751070","https://openalex.org/W2119525517","https://openalex.org/W2121973264","https://openalex.org/W2122057150","https://openalex.org/W2128653836","https://openalex.org/W2136738044","https://openalex.org/W2149396430","https://openalex.org/W2414102402","https://openalex.org/W2520870210","https://openalex.org/W2552032035","https://openalex.org/W2561443310","https://openalex.org/W2609323959","https://openalex.org/W2756838982","https://openalex.org/W3147539069","https://openalex.org/W6632897102","https://openalex.org/W6640825725","https://openalex.org/W6744361759"],"related_works":["https://openalex.org/W2124374855","https://openalex.org/W4287880334","https://openalex.org/W4366700029","https://openalex.org/W4285230481","https://openalex.org/W4233748472","https://openalex.org/W3105563334","https://openalex.org/W4385769873","https://openalex.org/W2015759683","https://openalex.org/W4281634296","https://openalex.org/W4224318969"],"abstract_inverted_index":{"Automatic":[0],"recording":[1],"and":[2,18,56,96,121,160,204],"analysis":[3,30],"of":[4,31,42,53,76,114,133,145,185],"bird":[5,16,32,77,176,197],"calls":[6],"is":[7,34,172],"becoming":[8],"an":[9],"important":[10],"way":[11],"to":[12,129,190,233],"understand":[13],"changes":[14],"in":[15,63,73,89,112],"populations":[17],"assess":[19],"environmental":[20,194],"health.":[21],"An":[22],"issue":[23],"currently":[24],"proving":[25],"problematic":[26],"with":[27,124,221],"the":[28,51,74,183,186,249],"automatic":[29,54,125],"recordings":[33,195],"interference":[35],"from":[36,193],"noise":[37,46,192,220],"that":[38,127,215],"can":[39,48,118,218],"mask":[40],"vocalizations":[41],"interest.":[43],"As":[44],"such,":[45],"reduction":[47],"greatly":[49],"increase":[50],"accuracy":[52],"analyses":[55],"reduce":[57,219],"processing":[58,91,205],"work":[59,69,137],"for":[60,163],"subsequent":[61],"steps":[62],"bioacoustics":[64],"analyses.":[65],"However,":[66,169],"only":[67],"limited":[68],"has":[70],"been":[71],"done":[72],"context":[75],"recordings.":[78,177],"Most":[79],"semiautomatic":[80],"methods":[81,87,108,142,147],"either":[82],"manually":[83],"apply":[84,99],"sound":[85],"enhancement":[86],"available":[88],"audio":[90,250],"systems":[92,126],"such":[93,102,148,166,227],"as":[94,103,149,167,228],"SoX":[95],"Audacity":[97],"or":[98,143],"preliminary":[100],"filters":[101],"lowand":[104],"highpass":[105],"filters.":[106],"These":[107],"are":[109],"insufficient":[110],"both":[111],"terms":[113],"how":[115],"generically":[116],"they":[117],"be":[119],"applied":[120,138],"their":[122,170],"integration":[123],"need":[128],"process":[130],"large":[131],"amounts":[132],"data.":[134],"Some":[135],"other":[136,164],"more":[139],"sophisticated":[140],"denoising":[141,238],"combinations":[144],"different":[146],"minimum":[150],"mean":[151],"square":[152],"error":[153],"short-time":[154],"spectral":[155,161],"amplitude":[156],"estimator":[157],"(MMSE":[158],"STSA)":[159],"subtraction":[162],"species":[165],"anurans.":[168],"effectiveness":[171,223],"not":[173],"tested":[174],"on":[175,201,248],"In":[178],"this":[179],"paper,":[180],"we":[181],"analyze":[182],"applicability":[184],"MMSE":[187,216],"STSA":[188,217],"algorithm":[189],"remove":[191],"containing":[196],"sounds,":[198],"particularly":[199],"focusing":[200],"its":[202],"quality":[203,231],"time.":[206],"The":[207],"experimental":[208],"evaluation":[209],"using":[210],"real":[211],"data":[212],"clearly":[213],"shows":[214],"similar":[222],"[using":[224],"objective":[225],"metrics":[226],"predicted":[229],"signal":[230],"(SIG)]":[232],"a":[234],"previously":[235],"recommended":[236],"wavelet-transform-based":[237],"technique":[239],"while":[240],"executing":[241],"between":[242],"approximately":[243],"5-300":[244],"times":[245],"faster":[246],"depending":[247],"files":[251],"tested.":[252]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":5},{"year":2021,"cited_by_count":5},{"year":2020,"cited_by_count":5},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":3}],"updated_date":"2026-06-17T08:01:34.144755","created_date":"2025-10-10T00:00:00"}