{"id":"https://openalex.org/W3162211889","doi":"https://doi.org/10.1109/icassp39728.2021.9414682","title":"Improving The Robustness Of Right Whale Detection In Noisy Conditions Using Denoising Autoencoders And Augmented Training","display_name":"Improving The Robustness Of Right Whale Detection In Noisy Conditions Using Denoising Autoencoders And Augmented Training","publication_year":2021,"publication_date":"2021-05-13","ids":{"openalex":"https://openalex.org/W3162211889","doi":"https://doi.org/10.1109/icassp39728.2021.9414682","mag":"3162211889"},"language":"en","primary_location":{"id":"doi:10.1109/icassp39728.2021.9414682","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icassp39728.2021.9414682","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ICASSP 2021 - 2021 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/A5002242094","display_name":"William Vickers","orcid":null},"institutions":[{"id":"https://openalex.org/I1118541","display_name":"University of East Anglia","ror":"https://ror.org/026k5mg93","country_code":"GB","type":"education","lineage":["https://openalex.org/I1118541"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"W. Vickers","raw_affiliation_strings":["School of Computing Sciences, University of East Anglia, Norwich, UK"],"affiliations":[{"raw_affiliation_string":"School of Computing Sciences, University of East Anglia, Norwich, UK","institution_ids":["https://openalex.org/I1118541"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023076395","display_name":"Ben Milner","orcid":null},"institutions":[{"id":"https://openalex.org/I1118541","display_name":"University of East Anglia","ror":"https://ror.org/026k5mg93","country_code":"GB","type":"education","lineage":["https://openalex.org/I1118541"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"B. Milner","raw_affiliation_strings":["School of Computing Sciences, University of East Anglia, Norwich, UK"],"affiliations":[{"raw_affiliation_string":"School of Computing Sciences, University of East Anglia, Norwich, UK","institution_ids":["https://openalex.org/I1118541"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5014899583","display_name":"R. Lee","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"R. Lee","raw_affiliation_strings":["Gardline Environmental, Gardline Geosurvey Limited, Great Yarmouth, UK"],"affiliations":[{"raw_affiliation_string":"Gardline Environmental, Gardline Geosurvey Limited, Great Yarmouth, UK","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5002242094"],"corresponding_institution_ids":["https://openalex.org/I1118541"],"apc_list":null,"apc_paid":null,"fwci":0.3767,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.62394406,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":"2013","issue":null,"first_page":"91","last_page":"95"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11698","display_name":"Underwater Acoustics Research","score":0.9994000196456909,"subfield":{"id":"https://openalex.org/subfields/1910","display_name":"Oceanography"},"field":{"id":"https://openalex.org/fields/19","display_name":"Earth and Planetary Sciences"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11698","display_name":"Underwater Acoustics Research","score":0.9994000196456909,"subfield":{"id":"https://openalex.org/subfields/1910","display_name":"Oceanography"},"field":{"id":"https://openalex.org/fields/19","display_name":"Earth and Planetary Sciences"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10659","display_name":"Marine animal studies overview","score":0.9918000102043152,"subfield":{"id":"https://openalex.org/subfields/2303","display_name":"Ecology"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10860","display_name":"Speech and Audio Processing","score":0.9735000133514404,"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/robustness","display_name":"Robustness (evolution)","score":0.7494159936904907},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6835108995437622},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6374707818031311},{"id":"https://openalex.org/keywords/noise-reduction","display_name":"Noise reduction","score":0.6357477903366089},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.634429395198822},{"id":"https://openalex.org/keywords/training-set","display_name":"Training set","score":0.559855043888092},{"id":"https://openalex.org/keywords/whale","display_name":"Whale","score":0.5404414534568787},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4738215208053589},{"id":"https://openalex.org/keywords/training","display_name":"Training (meteorology)","score":0.42622900009155273},{"id":"https://openalex.org/keywords/noise","display_name":"Noise (video)","score":0.42286744713783264},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3843737840652466},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.32999640703201294}],"concepts":[{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.7494159936904907},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6835108995437622},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6374707818031311},{"id":"https://openalex.org/C163294075","wikidata":"https://www.wikidata.org/wiki/Q581861","display_name":"Noise reduction","level":2,"score":0.6357477903366089},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.634429395198822},{"id":"https://openalex.org/C51632099","wikidata":"https://www.wikidata.org/wiki/Q3985153","display_name":"Training set","level":2,"score":0.559855043888092},{"id":"https://openalex.org/C2777704720","wikidata":"https://www.wikidata.org/wiki/Q1865281","display_name":"Whale","level":2,"score":0.5404414534568787},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4738215208053589},{"id":"https://openalex.org/C2777211547","wikidata":"https://www.wikidata.org/wiki/Q17141490","display_name":"Training (meteorology)","level":2,"score":0.42622900009155273},{"id":"https://openalex.org/C99498987","wikidata":"https://www.wikidata.org/wiki/Q2210247","display_name":"Noise (video)","level":3,"score":0.42286744713783264},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3843737840652466},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.32999640703201294},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"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/C153294291","wikidata":"https://www.wikidata.org/wiki/Q25261","display_name":"Meteorology","level":1,"score":0.0},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0},{"id":"https://openalex.org/C505870484","wikidata":"https://www.wikidata.org/wiki/Q180538","display_name":"Fishery","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/icassp39728.2021.9414682","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icassp39728.2021.9414682","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ICASSP 2021 - 2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)","raw_type":"proceedings-article"},{"id":"pmh:oai:ueaeprints.uea.ac.uk:80044","is_oa":false,"landing_page_url":null,"pdf_url":null,"source":{"id":"https://openalex.org/S4306400384","display_name":"UEA Digital Repository (University of East Anglia)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1118541","host_organization_name":"University of East Anglia","host_organization_lineage":["https://openalex.org/I1118541"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":null,"raw_type":"PeerReviewed"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/14","score":0.8199999928474426,"display_name":"Life below water"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":29,"referenced_works":["https://openalex.org/W1507018650","https://openalex.org/W1522301498","https://openalex.org/W1530097195","https://openalex.org/W1990432408","https://openalex.org/W2062164080","https://openalex.org/W2066629230","https://openalex.org/W2071202667","https://openalex.org/W2145094598","https://openalex.org/W2167275890","https://openalex.org/W2405774341","https://openalex.org/W2510850936","https://openalex.org/W2605138598","https://openalex.org/W2788311693","https://openalex.org/W2909116197","https://openalex.org/W2950073891","https://openalex.org/W2964121744","https://openalex.org/W2969995854","https://openalex.org/W2970736092","https://openalex.org/W2993206883","https://openalex.org/W2997574889","https://openalex.org/W3009332166","https://openalex.org/W3037001229","https://openalex.org/W4230823254","https://openalex.org/W4287751198","https://openalex.org/W6631190155","https://openalex.org/W6681096077","https://openalex.org/W6684150740","https://openalex.org/W6713658392","https://openalex.org/W6767232131"],"related_works":["https://openalex.org/W2802282844","https://openalex.org/W4321217271","https://openalex.org/W2981877337","https://openalex.org/W3203938600","https://openalex.org/W4286910063","https://openalex.org/W2163707935","https://openalex.org/W83146503","https://openalex.org/W2169074127","https://openalex.org/W202723009","https://openalex.org/W2188612292"],"abstract_inverted_index":{"The":[0],"aim":[1],"of":[2,15],"this":[3],"paper":[4],"is":[5,80,86,106],"to":[6,36,57,116],"examine":[7],"denoising":[8],"autoencoders":[9],"(DAEs)":[10],"for":[11,110],"improving":[12],"the":[13,48,59,74,84],"detection":[14,77],"right":[16],"whales":[17],"recorded":[18],"in":[19,119],"harsh":[20],"marine":[21],"environments.":[22],"Passive":[23],"acoustic":[24],"recordings":[25],"are":[26,34],"taken":[27],"from":[28,38],"autonomous":[29],"surface":[30],"vehicles":[31],"(ASVs)":[32],"and":[33,43,53,79],"subject":[35],"noise":[37,49],"sources":[39],"such":[40],"as":[41],"shipping":[42],"offshore":[44],"construction.":[45],"To":[46],"mitigate":[47],"we":[50],"apply":[51],"DAEs":[52],"consider":[54],"how":[55],"best":[56],"train":[58],"classifier":[60,85],"by":[61,69],"augmenting":[62],"clean":[63,99],"training":[64],"data":[65,89],"with":[66],"examples":[67],"contaminated":[68],"noise.":[70],"Evaluations":[71],"find":[72],"that":[73,90,112],"DAE":[75],"improves":[76],"accuracy":[78],"particularly":[81,109],"effective":[82,108],"when":[83],"trained":[87],"on":[88,103],"has":[91],"itself":[92],"been":[93],"denoised":[94],"rather":[95],"than":[96],"using":[97],"a":[98],"model.":[100],"Further,":[101],"testing":[102],"unseen":[104],"noises":[105,111,117],"also":[107],"exhibit":[113],"similar":[114],"character":[115],"seen":[118],"training.":[120]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2021,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}